.gitignore

@@ -41,6 +41,8 @@ MANIFEST
 venv/
 ENV/
 env/
+.uv/
+.uv-cache/
 .ruff_cache/
 *.db
 *.sqlite

.python-version

@@ -0,0 +1 @@
+3.14

backend/app/api/v1/collected_data.py

@@ -7,6 +7,8 @@ import json
 import csv
 import io
 
+from app.core.collected_data_fields import get_metadata_field
+from app.core.countries import COUNTRY_OPTIONS, get_country_search_variants, normalize_country
 from app.db.session import get_db
 from app.models.user import User
 from app.core.security import get_current_user
@@ -15,8 +17,119 @@ from app.models.collected_data import CollectedData
 router = APIRouter()
 
 
+COUNTRY_SQL = "metadata->>'country'"
+SEARCHABLE_SQL = [
+    "name",
+    "title",
+    "description",
+    "source",
+    "data_type",
+    "source_id",
+    "metadata::text",
+]
+
+
+def parse_multi_values(value: Optional[str]) -> list[str]:
+    if not value:
+        return []
+    return [item.strip() for item in value.split(",") if item.strip()]
+
+
+def build_in_condition(field_sql: str, values: list[str], param_prefix: str, params: dict) -> str:
+    placeholders = []
+    for index, value in enumerate(values):
+        key = f"{param_prefix}_{index}"
+        params[key] = value
+        placeholders.append(f":{key}")
+    return f"{field_sql} IN ({', '.join(placeholders)})"
+
+
+def build_search_condition(search: Optional[str], params: dict) -> Optional[str]:
+    if not search:
+        return None
+
+    normalized = search.strip()
+    if not normalized:
+        return None
+
+    search_terms = [normalized]
+    for variant in get_country_search_variants(normalized):
+        if variant.casefold() not in {term.casefold() for term in search_terms}:
+            search_terms.append(variant)
+
+    conditions = []
+    for index, term in enumerate(search_terms):
+        params[f"search_{index}"] = f"%{term}%"
+        conditions.extend(f"{field} ILIKE :search_{index}" for field in SEARCHABLE_SQL)
+
+    params["search_exact"] = normalized
+    params["search_prefix"] = f"{normalized}%"
+
+    canonical_variants = get_country_search_variants(normalized)
+    canonical = canonical_variants[0] if canonical_variants else None
+    params["country_search_exact"] = canonical or normalized
+    params["country_search_prefix"] = f"{(canonical or normalized)}%"
+
+    return "(" + " OR ".join(conditions) + ")"
+
+
+def build_search_rank_sql(search: Optional[str]) -> str:
+    if not search or not search.strip():
+        return "0"
+
+    return """
+        CASE
+            WHEN name ILIKE :search_exact THEN 700
+            WHEN name ILIKE :search_prefix THEN 600
+            WHEN title ILIKE :search_exact THEN 500
+            WHEN title ILIKE :search_prefix THEN 400
+            WHEN metadata->>'country' ILIKE :country_search_exact THEN 380
+            WHEN metadata->>'country' ILIKE :country_search_prefix THEN 340
+            WHEN source_id ILIKE :search_exact THEN 350
+            WHEN source ILIKE :search_exact THEN 300
+            WHEN data_type ILIKE :search_exact THEN 250
+            WHEN description ILIKE :search_0 THEN 150
+            WHEN metadata::text ILIKE :search_0 THEN 100
+            WHEN title ILIKE :search_0 THEN 80
+            WHEN name ILIKE :search_0 THEN 60
+            WHEN source ILIKE :search_0 THEN 40
+            WHEN data_type ILIKE :search_0 THEN 30
+            WHEN source_id ILIKE :search_0 THEN 20
+            ELSE 0
+        END
+    """
+
+
+def serialize_collected_row(row) -> dict:
+    metadata = row[7]
+    return {
+        "id": row[0],
+        "source": row[1],
+        "source_id": row[2],
+        "data_type": row[3],
+        "name": row[4],
+        "title": row[5],
+        "description": row[6],
+        "country": get_metadata_field(metadata, "country"),
+        "city": get_metadata_field(metadata, "city"),
+        "latitude": get_metadata_field(metadata, "latitude"),
+        "longitude": get_metadata_field(metadata, "longitude"),
+        "value": get_metadata_field(metadata, "value"),
+        "unit": get_metadata_field(metadata, "unit"),
+        "metadata": metadata,
+        "cores": get_metadata_field(metadata, "cores"),
+        "rmax": get_metadata_field(metadata, "rmax"),
+        "rpeak": get_metadata_field(metadata, "rpeak"),
+        "power": get_metadata_field(metadata, "power"),
+        "collected_at": row[8].isoformat() if row[8] else None,
+        "reference_date": row[9].isoformat() if row[9] else None,
+        "is_valid": row[10],
+    }
+
+
 @router.get("")
 async def list_collected_data(
+    mode: str = Query("current", description="查询模式: current/history"),
     source: Optional[str] = Query(None, description="数据源过滤"),
     data_type: Optional[str] = Query(None, description="数据类型过滤"),
     country: Optional[str] = Query(None, description="国家过滤"),
@@ -27,25 +140,30 @@ async def list_collected_data(
     db: AsyncSession = Depends(get_db),
 ):
     """查询采集的数据列表"""
+    normalized_country = normalize_country(country) if country else None
+    source_values = parse_multi_values(source)
+    data_type_values = parse_multi_values(data_type)
 
     # Build WHERE clause
     conditions = []
     params = {}
 
-    if source:
+    if mode != "history":
-        conditions.append("source = :source")
+        conditions.append("COALESCE(is_current, TRUE) = TRUE")
-        params["source"] = source
+
-    if data_type:
+    if source_values:
-        conditions.append("data_type = :data_type")
+        conditions.append(build_in_condition("source", source_values, "source", params))
-        params["data_type"] = data_type
+    if data_type_values:
-    if country:
+        conditions.append(build_in_condition("data_type", data_type_values, "data_type", params))
-        conditions.append("country = :country")
+    if normalized_country:
-        params["country"] = country
+        conditions.append(f"{COUNTRY_SQL} = :country")
-    if search:
+        params["country"] = normalized_country
-        conditions.append("(name ILIKE :search OR title ILIKE :search)")
+    search_condition = build_search_condition(search, params)
-        params["search"] = f"%{search}%"
+    if search_condition:
+        conditions.append(search_condition)
 
     where_sql = " AND ".join(conditions) if conditions else "1=1"
+    search_rank_sql = build_search_rank_sql(search)
 
     # Calculate offset
     offset = (page - 1) * page_size
@@ -58,11 +176,11 @@ async def list_collected_data(
     # Query data
     query = text(f"""
         SELECT id, source, source_id, data_type, name, title, description,
-               country, city, latitude, longitude, value, unit,
+               metadata, collected_at, reference_date, is_valid,
-               metadata, collected_at, reference_date, is_valid
+               {search_rank_sql} AS search_rank
         FROM collected_data
         WHERE {where_sql}
-        ORDER BY collected_at DESC
+        ORDER BY search_rank DESC, collected_at DESC
         LIMIT :limit OFFSET :offset
     """)
     params["limit"] = page_size
@@ -73,27 +191,7 @@ async def list_collected_data(
 
     data = []
     for row in rows:
-        data.append(
+        data.append(serialize_collected_row(row[:11]))
-            {
-                "id": row[0],
-                "source": row[1],
-                "source_id": row[2],
-                "data_type": row[3],
-                "name": row[4],
-                "title": row[5],
-                "description": row[6],
-                "country": row[7],
-                "city": row[8],
-                "latitude": row[9],
-                "longitude": row[10],
-                "value": row[11],
-                "unit": row[12],
-                "metadata": row[13],
-                "collected_at": row[14].isoformat() if row[14] else None,
-                "reference_date": row[15].isoformat() if row[15] else None,
-                "is_valid": row[16],
-            }
-        )
 
     return {
         "total": total,
@@ -105,16 +203,19 @@ async def list_collected_data(
 
 @router.get("/summary")
 async def get_data_summary(
+    mode: str = Query("current", description="查询模式: current/history"),
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
     """获取数据汇总统计"""
+    where_sql = "WHERE COALESCE(is_current, TRUE) = TRUE" if mode != "history" else ""
 
     # By source and data_type
     result = await db.execute(
         text("""
         SELECT source, data_type, COUNT(*) as count
         FROM collected_data
+        """ + where_sql + """
         GROUP BY source, data_type
         ORDER BY source, data_type
     """)
@@ -138,6 +239,7 @@ async def get_data_summary(
         text("""
         SELECT source, COUNT(*) as count
         FROM collected_data
+        """ + where_sql + """
         GROUP BY source
         ORDER BY count DESC
     """)
@@ -153,6 +255,7 @@ async def get_data_summary(
 
 @router.get("/sources")
 async def get_data_sources(
+    mode: str = Query("current", description="查询模式: current/history"),
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
@@ -160,7 +263,9 @@ async def get_data_sources(
 
     result = await db.execute(
         text("""
-        SELECT DISTINCT source FROM collected_data ORDER BY source
+        SELECT DISTINCT source FROM collected_data
+        """ + ("WHERE COALESCE(is_current, TRUE) = TRUE " if mode != "history" else "") + """
+        ORDER BY source
     """)
     )
     rows = result.fetchall()
@@ -172,6 +277,7 @@ async def get_data_sources(
 
 @router.get("/types")
 async def get_data_types(
+    mode: str = Query("current", description="查询模式: current/history"),
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
@@ -179,7 +285,9 @@ async def get_data_types(
 
     result = await db.execute(
         text("""
-        SELECT DISTINCT data_type FROM collected_data ORDER BY data_type
+        SELECT DISTINCT data_type FROM collected_data
+        """ + ("WHERE COALESCE(is_current, TRUE) = TRUE " if mode != "history" else "") + """
+        ORDER BY data_type
     """)
     )
     rows = result.fetchall()
@@ -196,17 +304,8 @@ async def get_countries(
 ):
     """获取所有国家列表"""
 
-    result = await db.execute(
-        text("""
-        SELECT DISTINCT country FROM collected_data
-        WHERE country IS NOT NULL AND country != ''
-        ORDER BY country
-    """)
-    )
-    rows = result.fetchall()
-
     return {
-        "countries": [row[0] for row in rows],
+        "countries": COUNTRY_OPTIONS,
     }
 
 
@@ -221,7 +320,6 @@ async def get_collected_data(
     result = await db.execute(
         text("""
             SELECT id, source, source_id, data_type, name, title, description,
-                   country, city, latitude, longitude, value, unit,
                    metadata, collected_at, reference_date, is_valid
             FROM collected_data
             WHERE id = :id
@@ -236,25 +334,7 @@ async def get_collected_data(
             detail="数据不存在",
         )
 
-    return {
+    return serialize_collected_row(row)
-        "id": row[0],
-        "source": row[1],
-        "source_id": row[2],
-        "data_type": row[3],
-        "name": row[4],
-        "title": row[5],
-        "description": row[6],
-        "country": row[7],
-        "city": row[8],
-        "latitude": row[9],
-        "longitude": row[10],
-        "value": row[11],
-        "unit": row[12],
-        "metadata": row[13],
-        "collected_at": row[14].isoformat() if row[14] else None,
-        "reference_date": row[15].isoformat() if row[15] else None,
-        "is_valid": row[16],
-    }
 
 
 def build_where_clause(
@@ -263,19 +343,21 @@ def build_where_clause(
     """Build WHERE clause and params for queries"""
     conditions = []
     params = {}
+    source_values = parse_multi_values(source)
+    data_type_values = parse_multi_values(data_type)
 
-    if source:
+    if source_values:
-        conditions.append("source = :source")
+        conditions.append(build_in_condition("source", source_values, "source", params))
-        params["source"] = source
+    if data_type_values:
-    if data_type:
+        conditions.append(build_in_condition("data_type", data_type_values, "data_type", params))
-        conditions.append("data_type = :data_type")
+    normalized_country = normalize_country(country) if country else None
-        params["data_type"] = data_type
+
-    if country:
+    if normalized_country:
-        conditions.append("country = :country")
+        conditions.append(f"{COUNTRY_SQL} = :country")
-        params["country"] = country
+        params["country"] = normalized_country
-    if search:
+    search_condition = build_search_condition(search, params)
-        conditions.append("(name ILIKE :search OR title ILIKE :search)")
+    if search_condition:
-        params["search"] = f"%{search}%"
+        conditions.append(search_condition)
 
     where_sql = " AND ".join(conditions) if conditions else "1=1"
     return where_sql, params
@@ -283,6 +365,7 @@ def build_where_clause(
 
 @router.get("/export/json")
 async def export_json(
+    mode: str = Query("current", description="查询模式: current/history"),
     source: Optional[str] = Query(None, description="数据源过滤"),
     data_type: Optional[str] = Query(None, description="数据类型过滤"),
     country: Optional[str] = Query(None, description="国家过滤"),
@@ -294,11 +377,12 @@ async def export_json(
     """导出数据为 JSON 格式"""
 
     where_sql, params = build_where_clause(source, data_type, country, search)
+    if mode != "history":
+        where_sql = f"({where_sql}) AND COALESCE(is_current, TRUE) = TRUE"
     params["limit"] = limit
 
     query = text(f"""
         SELECT id, source, source_id, data_type, name, title, description,
-               country, city, latitude, longitude, value, unit,
                metadata, collected_at, reference_date, is_valid
         FROM collected_data
         WHERE {where_sql}
@@ -311,27 +395,7 @@ async def export_json(
 
     data = []
     for row in rows:
-        data.append(
+        data.append(serialize_collected_row(row))
-            {
-                "id": row[0],
-                "source": row[1],
-                "source_id": row[2],
-                "data_type": row[3],
-                "name": row[4],
-                "title": row[5],
-                "description": row[6],
-                "country": row[7],
-                "city": row[8],
-                "latitude": row[9],
-                "longitude": row[10],
-                "value": row[11],
-                "unit": row[12],
-                "metadata": row[13],
-                "collected_at": row[14].isoformat() if row[14] else None,
-                "reference_date": row[15].isoformat() if row[15] else None,
-                "is_valid": row[16],
-            }
-        )
 
     json_str = json.dumps({"data": data, "total": len(data)}, ensure_ascii=False, indent=2)
 
@@ -346,6 +410,7 @@ async def export_json(
 
 @router.get("/export/csv")
 async def export_csv(
+    mode: str = Query("current", description="查询模式: current/history"),
     source: Optional[str] = Query(None, description="数据源过滤"),
     data_type: Optional[str] = Query(None, description="数据类型过滤"),
     country: Optional[str] = Query(None, description="国家过滤"),
@@ -357,11 +422,12 @@ async def export_csv(
     """导出数据为 CSV 格式"""
 
     where_sql, params = build_where_clause(source, data_type, country, search)
+    if mode != "history":
+        where_sql = f"({where_sql}) AND COALESCE(is_current, TRUE) = TRUE"
     params["limit"] = limit
 
     query = text(f"""
         SELECT id, source, source_id, data_type, name, title, description,
-               country, city, latitude, longitude, value, unit,
                metadata, collected_at, reference_date, is_valid
         FROM collected_data
         WHERE {where_sql}
@@ -409,16 +475,16 @@ async def export_csv(
                 row[4],
                 row[5],
                 row[6],
-                row[7],
+                get_metadata_field(row[7], "country"),
-                row[8],
+                get_metadata_field(row[7], "city"),
-                row[9],
+                get_metadata_field(row[7], "latitude"),
+                get_metadata_field(row[7], "longitude"),
+                get_metadata_field(row[7], "value"),
+                get_metadata_field(row[7], "unit"),
+                json.dumps(row[7]) if row[7] else "",
+                row[8].isoformat() if row[8] else "",
+                row[9].isoformat() if row[9] else "",
                 row[10],
-                row[11],
-                row[12],
-                json.dumps(row[13]) if row[13] else "",
-                row[14].isoformat() if row[14] else "",
-                row[15].isoformat() if row[15] else "",
-                row[16],
             ]
         )
 

backend/app/api/v1/datasources.py

@@ -5,12 +5,13 @@ from sqlalchemy import func, select
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from app.core.security import get_current_user
+from app.core.data_sources import get_data_sources_config
 from app.db.session import get_db
 from app.models.collected_data import CollectedData
 from app.models.datasource import DataSource
 from app.models.task import CollectionTask
 from app.models.user import User
-from app.services.scheduler import run_collector_now, sync_datasource_job
+from app.services.scheduler import get_latest_task_id_for_datasource, run_collector_now, sync_datasource_job
 
 router = APIRouter()
 
@@ -83,9 +84,11 @@ async def list_datasources(
     datasources = result.scalars().all()
 
     collector_list = []
+    config = get_data_sources_config()
     for datasource in datasources:
         running_task = await get_running_task(db, datasource.id)
         last_task = await get_last_completed_task(db, datasource.id)
+        endpoint = await config.get_url(datasource.source, db)
         data_count_result = await db.execute(
             select(func.count(CollectedData.id)).where(CollectedData.source == datasource.source)
         )
@@ -105,10 +108,12 @@ async def list_datasources(
                 "frequency_minutes": datasource.frequency_minutes,
                 "is_active": datasource.is_active,
                 "collector_class": datasource.collector_class,
+                "endpoint": endpoint,
                 "last_run": last_run,
                 "is_running": running_task is not None,
                 "task_id": running_task.id if running_task else None,
                 "progress": running_task.progress if running_task else None,
+                "phase": running_task.phase if running_task else None,
                 "records_processed": running_task.records_processed if running_task else None,
                 "total_records": running_task.total_records if running_task else None,
             }
@@ -127,6 +132,9 @@ async def get_datasource(
     if not datasource:
         raise HTTPException(status_code=404, detail="Data source not found")
 
+    config = get_data_sources_config()
+    endpoint = await config.get_url(datasource.source, db)
+
     return {
         "id": datasource.id,
         "name": datasource.name,
@@ -136,6 +144,7 @@ async def get_datasource(
         "frequency_minutes": datasource.frequency_minutes,
         "collector_class": datasource.collector_class,
         "source": datasource.source,
+        "endpoint": endpoint,
         "is_active": datasource.is_active,
     }
 
@@ -212,9 +221,16 @@ async def trigger_datasource(
     if not success:
         raise HTTPException(status_code=500, detail=f"Failed to trigger collector '{datasource.source}'")
 
+    task_id = None
+    for _ in range(10):
+        task_id = await get_latest_task_id_for_datasource(datasource.id)
+        if task_id is not None:
+            break
+
     return {
         "status": "triggered",
         "source_id": datasource.id,
+        "task_id": task_id,
         "collector_name": datasource.source,
         "message": f"Collector '{datasource.source}' has been triggered",
     }
@@ -252,21 +268,29 @@ async def clear_datasource_data(
 @router.get("/{source_id}/task-status")
 async def get_task_status(
     source_id: str,
+    task_id: Optional[int] = None,
     db: AsyncSession = Depends(get_db),
 ):
     datasource = await get_datasource_record(db, source_id)
     if not datasource:
         raise HTTPException(status_code=404, detail="Data source not found")
 
-    running_task = await get_running_task(db, datasource.id)
+    if task_id is not None:
-    if not running_task:
+        task = await db.get(CollectionTask, task_id)
-        return {"is_running": False, "task_id": None, "progress": None}
+        if not task or task.datasource_id != datasource.id:
+            raise HTTPException(status_code=404, detail="Task not found")
+    else:
+        task = await get_running_task(db, datasource.id)
+
+    if not task:
+        return {"is_running": False, "task_id": None, "progress": None, "phase": None, "status": "idle"}
 
     return {
-        "is_running": True,
+        "is_running": task.status == "running",
-        "task_id": running_task.id,
+        "task_id": task.id,
-        "progress": running_task.progress,
+        "progress": task.progress,
-        "records_processed": running_task.records_processed,
+        "phase": task.phase,
-        "total_records": running_task.total_records,
+        "records_processed": task.records_processed,
-        "status": running_task.status,
+        "total_records": task.total_records,
+        "status": task.status,
     }

backend/app/api/v1/visualization.py

@@ -10,6 +10,7 @@ from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy import select, func
 from typing import List, Dict, Any, Optional
 
+from app.core.collected_data_fields import get_record_field
 from app.db.session import get_db
 from app.models.collected_data import CollectedData
 from app.services.cable_graph import build_graph_from_data, CableGraph
@@ -83,9 +84,9 @@ def convert_cable_to_geojson(records: List[CollectedData]) -> Dict[str, Any]:
                     "rfs": metadata.get("rfs"),
                     "RFS": metadata.get("rfs"),
                     "status": metadata.get("status", "active"),
-                    "length": record.value,
+                    "length": get_record_field(record, "value"),
-                    "length_km": record.value,
+                    "length_km": get_record_field(record, "value"),
-                    "SHAPE__Length": record.value,
+                    "SHAPE__Length": get_record_field(record, "value"),
                     "url": metadata.get("url"),
                     "color": metadata.get("color"),
                     "year": metadata.get("year"),
@@ -101,8 +102,10 @@ def convert_landing_point_to_geojson(records: List[CollectedData], city_to_cable
     
     for record in records:
         try:
-            lat = float(record.latitude) if record.latitude else None
+            latitude = get_record_field(record, "latitude")
-            lon = float(record.longitude) if record.longitude else None
+            longitude = get_record_field(record, "longitude")
+            lat = float(latitude) if latitude else None
+            lon = float(longitude) if longitude else None
         except (ValueError, TypeError):
             continue
         
@@ -116,8 +119,8 @@ def convert_landing_point_to_geojson(records: List[CollectedData], city_to_cable
             "id": record.id,
             "source_id": record.source_id,
             "name": record.name,
-            "country": record.country,
+            "country": get_record_field(record, "country"),
-            "city": record.city,
+            "city": get_record_field(record, "city"),
             "is_tbd": metadata.get("is_tbd", False),
         }
         
@@ -185,9 +188,11 @@ def convert_supercomputer_to_geojson(records: List[CollectedData]) -> Dict[str,
 
     for record in records:
         try:
-            lat = float(record.latitude) if record.latitude and record.latitude != "0.0" else None
+            latitude = get_record_field(record, "latitude")
+            longitude = get_record_field(record, "longitude")
+            lat = float(latitude) if latitude and latitude != "0.0" else None
             lon = (
-                float(record.longitude) if record.longitude and record.longitude != "0.0" else None
+                float(longitude) if longitude and longitude != "0.0" else None
             )
         except (ValueError, TypeError):
             lat, lon = None, None
@@ -203,12 +208,12 @@ def convert_supercomputer_to_geojson(records: List[CollectedData]) -> Dict[str,
                     "id": record.id,
                     "name": record.name,
                     "rank": metadata.get("rank"),
-                    "r_max": record.value,
+                    "r_max": get_record_field(record, "rmax"),
-                    "r_peak": metadata.get("r_peak"),
+                    "r_peak": get_record_field(record, "rpeak"),
-                    "cores": metadata.get("cores"),
+                    "cores": get_record_field(record, "cores"),
-                    "power": metadata.get("power"),
+                    "power": get_record_field(record, "power"),
-                    "country": record.country,
+                    "country": get_record_field(record, "country"),
-                    "city": record.city,
+                    "city": get_record_field(record, "city"),
                     "data_type": "supercomputer",
                 },
             }
@@ -223,8 +228,10 @@ def convert_gpu_cluster_to_geojson(records: List[CollectedData]) -> Dict[str, An
 
     for record in records:
         try:
-            lat = float(record.latitude) if record.latitude else None
+            latitude = get_record_field(record, "latitude")
-            lon = float(record.longitude) if record.longitude else None
+            longitude = get_record_field(record, "longitude")
+            lat = float(latitude) if latitude else None
+            lon = float(longitude) if longitude else None
         except (ValueError, TypeError):
             lat, lon = None, None
 
@@ -238,8 +245,8 @@ def convert_gpu_cluster_to_geojson(records: List[CollectedData]) -> Dict[str, An
                 "properties": {
                     "id": record.id,
                     "name": record.name,
-                    "country": record.country,
+                    "country": get_record_field(record, "country"),
-                    "city": record.city,
+                    "city": get_record_field(record, "city"),
                     "metadata": metadata,
                     "data_type": "gpu_cluster",
                 },

backend/app/core/collected_data_fields.py

@@ -0,0 +1,62 @@
+from typing import Any, Dict, Optional
+
+
+FIELD_ALIASES = {
+    "country": ("country",),
+    "city": ("city",),
+    "latitude": ("latitude",),
+    "longitude": ("longitude",),
+    "value": ("value",),
+    "unit": ("unit",),
+    "cores": ("cores",),
+    "rmax": ("rmax", "r_max"),
+    "rpeak": ("rpeak", "r_peak"),
+    "power": ("power",),
+}
+
+
+def get_metadata_field(metadata: Optional[Dict[str, Any]], field: str, fallback: Any = None) -> Any:
+    if isinstance(metadata, dict):
+        for key in FIELD_ALIASES.get(field, (field,)):
+            value = metadata.get(key)
+            if value not in (None, ""):
+                return value
+    return fallback
+
+
+def build_dynamic_metadata(
+    metadata: Optional[Dict[str, Any]],
+    *,
+    country: Any = None,
+    city: Any = None,
+    latitude: Any = None,
+    longitude: Any = None,
+    value: Any = None,
+    unit: Any = None,
+) -> Dict[str, Any]:
+    merged = dict(metadata) if isinstance(metadata, dict) else {}
+
+    fallbacks = {
+        "country": country,
+        "city": city,
+        "latitude": latitude,
+        "longitude": longitude,
+        "value": value,
+        "unit": unit,
+    }
+
+    for field, fallback in fallbacks.items():
+        if fallback not in (None, "") and get_metadata_field(merged, field) in (None, ""):
+            merged[field] = fallback
+
+    return merged
+
+
+def get_record_field(record: Any, field: str) -> Any:
+    metadata = getattr(record, "extra_data", None) or {}
+    fallback_attr = field
+    if field in {"cores", "rmax", "rpeak", "power"}:
+        fallback = None
+    else:
+        fallback = getattr(record, fallback_attr, None)
+    return get_metadata_field(metadata, field, fallback=fallback)

backend/app/core/countries.py

@@ -0,0 +1,280 @@
+import re
+from typing import Any, Optional
+
+
+COUNTRY_ENTRIES = [
+    ("阿富汗", ["Afghanistan", "AF", "AFG"]),
+    ("阿尔巴尼亚", ["Albania", "AL", "ALB"]),
+    ("阿尔及利亚", ["Algeria", "DZ", "DZA"]),
+    ("安道尔", ["Andorra", "AD", "AND"]),
+    ("安哥拉", ["Angola", "AO", "AGO"]),
+    ("安提瓜和巴布达", ["Antigua and Barbuda", "AG", "ATG"]),
+    ("阿根廷", ["Argentina", "AR", "ARG"]),
+    ("亚美尼亚", ["Armenia", "AM", "ARM"]),
+    ("澳大利亚", ["Australia", "AU", "AUS"]),
+    ("奥地利", ["Austria", "AT", "AUT"]),
+    ("阿塞拜疆", ["Azerbaijan", "AZ", "AZE"]),
+    ("巴哈马", ["Bahamas", "BS", "BHS"]),
+    ("巴林", ["Bahrain", "BH", "BHR"]),
+    ("孟加拉国", ["Bangladesh", "BD", "BGD"]),
+    ("巴巴多斯", ["Barbados", "BB", "BRB"]),
+    ("白俄罗斯", ["Belarus", "BY", "BLR"]),
+    ("比利时", ["Belgium", "BE", "BEL"]),
+    ("伯利兹", ["Belize", "BZ", "BLZ"]),
+    ("贝宁", ["Benin", "BJ", "BEN"]),
+    ("不丹", ["Bhutan", "BT", "BTN"]),
+    ("玻利维亚", ["Bolivia", "BO", "BOL", "Bolivia (Plurinational State of)"]),
+    ("波斯尼亚和黑塞哥维那", ["Bosnia and Herzegovina", "BA", "BIH"]),
+    ("博茨瓦纳", ["Botswana", "BW", "BWA"]),
+    ("巴西", ["Brazil", "BR", "BRA"]),
+    ("文莱", ["Brunei", "BN", "BRN", "Brunei Darussalam"]),
+    ("保加利亚", ["Bulgaria", "BG", "BGR"]),
+    ("布基纳法索", ["Burkina Faso", "BF", "BFA"]),
+    ("布隆迪", ["Burundi", "BI", "BDI"]),
+    ("柬埔寨", ["Cambodia", "KH", "KHM"]),
+    ("喀麦隆", ["Cameroon", "CM", "CMR"]),
+    ("加拿大", ["Canada", "CA", "CAN"]),
+    ("佛得角", ["Cape Verde", "CV", "CPV", "Cabo Verde"]),
+    ("中非", ["Central African Republic", "CF", "CAF"]),
+    ("乍得", ["Chad", "TD", "TCD"]),
+    ("智利", ["Chile", "CL", "CHL"]),
+    ("中国", ["China", "CN", "CHN", "Mainland China", "PRC", "People's Republic of China"]),
+    ("中国（香港）", ["Hong Kong", "HK", "HKG", "Hong Kong SAR", "China Hong Kong", "Hong Kong, China"]),
+    ("中国（澳门）", ["Macao", "Macau", "MO", "MAC", "Macao SAR", "China Macao", "Macau, China"]),
+    ("中国（台湾）", ["Taiwan", "TW", "TWN", "Chinese Taipei", "Taiwan, China"]),
+    ("哥伦比亚", ["Colombia", "CO", "COL"]),
+    ("科摩罗", ["Comoros", "KM", "COM"]),
+    ("刚果（布）", ["Republic of the Congo", "Congo", "Congo-Brazzaville", "CG", "COG"]),
+    ("刚果（金）", ["Democratic Republic of the Congo", "DR Congo", "Congo-Kinshasa", "CD", "COD"]),
+    ("哥斯达黎加", ["Costa Rica", "CR", "CRI"]),
+    ("科特迪瓦", ["Cote d'Ivoire", "Côte d'Ivoire", "Ivory Coast", "CI", "CIV"]),
+    ("克罗地亚", ["Croatia", "HR", "HRV"]),
+    ("古巴", ["Cuba", "CU", "CUB"]),
+    ("塞浦路斯", ["Cyprus", "CY", "CYP"]),
+    ("捷克", ["Czech Republic", "Czechia", "CZ", "CZE"]),
+    ("丹麦", ["Denmark", "DK", "DNK"]),
+    ("吉布提", ["Djibouti", "DJ", "DJI"]),
+    ("多米尼克", ["Dominica", "DM", "DMA"]),
+    ("多米尼加", ["Dominican Republic", "DO", "DOM"]),
+    ("厄瓜多尔", ["Ecuador", "EC", "ECU"]),
+    ("埃及", ["Egypt", "EG", "EGY"]),
+    ("萨尔瓦多", ["El Salvador", "SV", "SLV"]),
+    ("赤道几内亚", ["Equatorial Guinea", "GQ", "GNQ"]),
+    ("厄立特里亚", ["Eritrea", "ER", "ERI"]),
+    ("爱沙尼亚", ["Estonia", "EE", "EST"]),
+    ("埃斯瓦蒂尼", ["Eswatini", "SZ", "SWZ", "Swaziland"]),
+    ("埃塞俄比亚", ["Ethiopia", "ET", "ETH"]),
+    ("斐济", ["Fiji", "FJ", "FJI"]),
+    ("芬兰", ["Finland", "FI", "FIN"]),
+    ("法国", ["France", "FR", "FRA"]),
+    ("加蓬", ["Gabon", "GA", "GAB"]),
+    ("冈比亚", ["Gambia", "GM", "GMB"]),
+    ("格鲁吉亚", ["Georgia", "GE", "GEO"]),
+    ("德国", ["Germany", "DE", "DEU"]),
+    ("加纳", ["Ghana", "GH", "GHA"]),
+    ("希腊", ["Greece", "GR", "GRC"]),
+    ("格林纳达", ["Grenada", "GD", "GRD"]),
+    ("危地马拉", ["Guatemala", "GT", "GTM"]),
+    ("几内亚", ["Guinea", "GN", "GIN"]),
+    ("几内亚比绍", ["Guinea-Bissau", "GW", "GNB"]),
+    ("圭亚那", ["Guyana", "GY", "GUY"]),
+    ("海地", ["Haiti", "HT", "HTI"]),
+    ("洪都拉斯", ["Honduras", "HN", "HND"]),
+    ("匈牙利", ["Hungary", "HU", "HUN"]),
+    ("冰岛", ["Iceland", "IS", "ISL"]),
+    ("印度", ["India", "IN", "IND"]),
+    ("印度尼西亚", ["Indonesia", "ID", "IDN"]),
+    ("伊朗", ["Iran", "IR", "IRN", "Iran (Islamic Republic of)"]),
+    ("伊拉克", ["Iraq", "IQ", "IRQ"]),
+    ("爱尔兰", ["Ireland", "IE", "IRL"]),
+    ("以色列", ["Israel", "IL", "ISR"]),
+    ("意大利", ["Italy", "IT", "ITA"]),
+    ("牙买加", ["Jamaica", "JM", "JAM"]),
+    ("日本", ["Japan", "JP", "JPN"]),
+    ("约旦", ["Jordan", "JO", "JOR"]),
+    ("哈萨克斯坦", ["Kazakhstan", "KZ", "KAZ"]),
+    ("肯尼亚", ["Kenya", "KE", "KEN"]),
+    ("基里巴斯", ["Kiribati", "KI", "KIR"]),
+    ("朝鲜", ["North Korea", "Korea, DPRK", "Democratic People's Republic of Korea", "KP", "PRK"]),
+    ("韩国", ["South Korea", "Republic of Korea", "Korea", "KR", "KOR"]),
+    ("科威特", ["Kuwait", "KW", "KWT"]),
+    ("吉尔吉斯斯坦", ["Kyrgyzstan", "KG", "KGZ"]),
+    ("老挝", ["Laos", "Lao PDR", "Lao People's Democratic Republic", "LA", "LAO"]),
+    ("拉脱维亚", ["Latvia", "LV", "LVA"]),
+    ("黎巴嫩", ["Lebanon", "LB", "LBN"]),
+    ("莱索托", ["Lesotho", "LS", "LSO"]),
+    ("利比里亚", ["Liberia", "LR", "LBR"]),
+    ("利比亚", ["Libya", "LY", "LBY"]),
+    ("列支敦士登", ["Liechtenstein", "LI", "LIE"]),
+    ("立陶宛", ["Lithuania", "LT", "LTU"]),
+    ("卢森堡", ["Luxembourg", "LU", "LUX"]),
+    ("马达加斯加", ["Madagascar", "MG", "MDG"]),
+    ("马拉维", ["Malawi", "MW", "MWI"]),
+    ("马来西亚", ["Malaysia", "MY", "MYS"]),
+    ("马尔代夫", ["Maldives", "MV", "MDV"]),
+    ("马里", ["Mali", "ML", "MLI"]),
+    ("马耳他", ["Malta", "MT", "MLT"]),
+    ("马绍尔群岛", ["Marshall Islands", "MH", "MHL"]),
+    ("毛里塔尼亚", ["Mauritania", "MR", "MRT"]),
+    ("毛里求斯", ["Mauritius", "MU", "MUS"]),
+    ("墨西哥", ["Mexico", "MX", "MEX"]),
+    ("密克罗尼西亚", ["Micronesia", "FM", "FSM", "Federated States of Micronesia"]),
+    ("摩尔多瓦", ["Moldova", "MD", "MDA", "Republic of Moldova"]),
+    ("摩纳哥", ["Monaco", "MC", "MCO"]),
+    ("蒙古", ["Mongolia", "MN", "MNG"]),
+    ("黑山", ["Montenegro", "ME", "MNE"]),
+    ("摩洛哥", ["Morocco", "MA", "MAR"]),
+    ("莫桑比克", ["Mozambique", "MZ", "MOZ"]),
+    ("缅甸", ["Myanmar", "MM", "MMR", "Burma"]),
+    ("纳米比亚", ["Namibia", "NA", "NAM"]),
+    ("瑙鲁", ["Nauru", "NR", "NRU"]),
+    ("尼泊尔", ["Nepal", "NP", "NPL"]),
+    ("荷兰", ["Netherlands", "NL", "NLD"]),
+    ("新西兰", ["New Zealand", "NZ", "NZL"]),
+    ("尼加拉瓜", ["Nicaragua", "NI", "NIC"]),
+    ("尼日尔", ["Niger", "NE", "NER"]),
+    ("尼日利亚", ["Nigeria", "NG", "NGA"]),
+    ("北马其顿", ["North Macedonia", "MK", "MKD", "Macedonia"]),
+    ("挪威", ["Norway", "NO", "NOR"]),
+    ("阿曼", ["Oman", "OM", "OMN"]),
+    ("巴基斯坦", ["Pakistan", "PK", "PAK"]),
+    ("帕劳", ["Palau", "PW", "PLW"]),
+    ("巴勒斯坦", ["Palestine", "PS", "PSE", "State of Palestine"]),
+    ("巴拿马", ["Panama", "PA", "PAN"]),
+    ("巴布亚新几内亚", ["Papua New Guinea", "PG", "PNG"]),
+    ("巴拉圭", ["Paraguay", "PY", "PRY"]),
+    ("秘鲁", ["Peru", "PE", "PER"]),
+    ("菲律宾", ["Philippines", "PH", "PHL"]),
+    ("波兰", ["Poland", "PL", "POL"]),
+    ("葡萄牙", ["Portugal", "PT", "PRT"]),
+    ("卡塔尔", ["Qatar", "QA", "QAT"]),
+    ("罗马尼亚", ["Romania", "RO", "ROU"]),
+    ("俄罗斯", ["Russia", "Russian Federation", "RU", "RUS"]),
+    ("卢旺达", ["Rwanda", "RW", "RWA"]),
+    ("圣基茨和尼维斯", ["Saint Kitts and Nevis", "KN", "KNA"]),
+    ("圣卢西亚", ["Saint Lucia", "LC", "LCA"]),
+    ("圣文森特和格林纳丁斯", ["Saint Vincent and the Grenadines", "VC", "VCT"]),
+    ("萨摩亚", ["Samoa", "WS", "WSM"]),
+    ("圣马力诺", ["San Marino", "SM", "SMR"]),
+    ("圣多美和普林西比", ["Sao Tome and Principe", "ST", "STP", "São Tomé and Príncipe"]),
+    ("沙特阿拉伯", ["Saudi Arabia", "SA", "SAU"]),
+    ("塞内加尔", ["Senegal", "SN", "SEN"]),
+    ("塞尔维亚", ["Serbia", "RS", "SRB", "Kosovo", "XK", "XKS", "Republic of Kosovo"]),
+    ("塞舌尔", ["Seychelles", "SC", "SYC"]),
+    ("塞拉利昂", ["Sierra Leone", "SL", "SLE"]),
+    ("新加坡", ["Singapore", "SG", "SGP"]),
+    ("斯洛伐克", ["Slovakia", "SK", "SVK"]),
+    ("斯洛文尼亚", ["Slovenia", "SI", "SVN"]),
+    ("所罗门群岛", ["Solomon Islands", "SB", "SLB"]),
+    ("索马里", ["Somalia", "SO", "SOM"]),
+    ("南非", ["South Africa", "ZA", "ZAF"]),
+    ("南苏丹", ["South Sudan", "SS", "SSD"]),
+    ("西班牙", ["Spain", "ES", "ESP"]),
+    ("斯里兰卡", ["Sri Lanka", "LK", "LKA"]),
+    ("苏丹", ["Sudan", "SD", "SDN"]),
+    ("苏里南", ["Suriname", "SR", "SUR"]),
+    ("瑞典", ["Sweden", "SE", "SWE"]),
+    ("瑞士", ["Switzerland", "CH", "CHE"]),
+    ("叙利亚", ["Syria", "SY", "SYR", "Syrian Arab Republic"]),
+    ("塔吉克斯坦", ["Tajikistan", "TJ", "TJK"]),
+    ("坦桑尼亚", ["Tanzania", "TZ", "TZA", "United Republic of Tanzania"]),
+    ("泰国", ["Thailand", "TH", "THA"]),
+    ("东帝汶", ["Timor-Leste", "East Timor", "TL", "TLS"]),
+    ("多哥", ["Togo", "TG", "TGO"]),
+    ("汤加", ["Tonga", "TO", "TON"]),
+    ("特立尼达和多巴哥", ["Trinidad and Tobago", "TT", "TTO"]),
+    ("突尼斯", ["Tunisia", "TN", "TUN"]),
+    ("土耳其", ["Turkey", "TR", "TUR", "Türkiye"]),
+    ("土库曼斯坦", ["Turkmenistan", "TM", "TKM"]),
+    ("图瓦卢", ["Tuvalu", "TV", "TUV"]),
+    ("乌干达", ["Uganda", "UG", "UGA"]),
+    ("乌克兰", ["Ukraine", "UA", "UKR"]),
+    ("阿联酋", ["United Arab Emirates", "AE", "ARE", "UAE"]),
+    ("英国", ["United Kingdom", "UK", "GB", "GBR", "Great Britain", "Britain", "England"]),
+    ("美国", ["United States", "United States of America", "US", "USA", "U.S.", "U.S.A."]),
+    ("乌拉圭", ["Uruguay", "UY", "URY"]),
+    ("乌兹别克斯坦", ["Uzbekistan", "UZ", "UZB"]),
+    ("瓦努阿图", ["Vanuatu", "VU", "VUT"]),
+    ("梵蒂冈", ["Vatican City", "Holy See", "VA", "VAT"]),
+    ("委内瑞拉", ["Venezuela", "VE", "VEN", "Venezuela (Bolivarian Republic of)"]),
+    ("越南", ["Vietnam", "Viet Nam", "VN", "VNM"]),
+    ("也门", ["Yemen", "YE", "YEM"]),
+    ("赞比亚", ["Zambia", "ZM", "ZMB"]),
+    ("津巴布韦", ["Zimbabwe", "ZW", "ZWE"]),
+]
+
+
+COUNTRY_OPTIONS = [entry[0] for entry in COUNTRY_ENTRIES]
+CANONICAL_COUNTRY_SET = set(COUNTRY_OPTIONS)
+INVALID_COUNTRY_VALUES = {
+    "",
+    "-",
+    "--",
+    "unknown",
+    "n/a",
+    "na",
+    "none",
+    "null",
+    "global",
+    "world",
+    "worldwide",
+    "xx",
+}
+NUMERIC_LIKE_PATTERN = re.compile(r"^[\d\s,._%+\-]+$")
+
+COUNTRY_ALIAS_MAP = {}
+COUNTRY_VARIANTS_MAP = {}
+for canonical, aliases in COUNTRY_ENTRIES:
+    COUNTRY_ALIAS_MAP[canonical.casefold()] = canonical
+    variants = [canonical, *aliases]
+    COUNTRY_VARIANTS_MAP[canonical] = variants
+    for alias in aliases:
+        COUNTRY_ALIAS_MAP[alias.casefold()] = canonical
+
+
+def normalize_country(value: Any) -> Optional[str]:
+    if value is None:
+        return None
+
+    if not isinstance(value, str):
+        return None
+
+    normalized = re.sub(r"\s+", " ", value.strip())
+    normalized = normalized.replace("(", "（").replace(")", "）")
+
+    if not normalized:
+        return None
+
+    lowered = normalized.casefold()
+    if lowered in INVALID_COUNTRY_VALUES:
+        return None
+
+    if NUMERIC_LIKE_PATTERN.fullmatch(normalized):
+        return None
+
+    if normalized in CANONICAL_COUNTRY_SET:
+        return normalized
+
+    return COUNTRY_ALIAS_MAP.get(lowered)
+
+
+def get_country_search_variants(value: Any) -> list[str]:
+    canonical = normalize_country(value)
+    if canonical is None:
+        return []
+
+    variants = []
+    seen = set()
+    for item in COUNTRY_VARIANTS_MAP.get(canonical, [canonical]):
+        if not isinstance(item, str):
+            continue
+        normalized = re.sub(r"\s+", " ", item.strip())
+        if not normalized:
+            continue
+        key = normalized.casefold()
+        if key in seen:
+            continue
+        seen.add(key)
+        variants.append(normalized)
+
+    return variants

backend/app/db/session.py

@@ -1,5 +1,6 @@
 from typing import AsyncGenerator
 
+from sqlalchemy import text
 from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine, async_sessionmaker
 from sqlalchemy.orm import declarative_base
 
@@ -63,6 +64,7 @@ async def init_db():
     import app.models.user  # noqa: F401
     import app.models.gpu_cluster  # noqa: F401
     import app.models.task  # noqa: F401
+    import app.models.data_snapshot  # noqa: F401
     import app.models.datasource  # noqa: F401
     import app.models.datasource_config  # noqa: F401
     import app.models.alert  # noqa: F401
@@ -71,6 +73,55 @@ async def init_db():
 
     async with engine.begin() as conn:
         await conn.run_sync(Base.metadata.create_all)
+        await conn.execute(
+            text(
+                """
+                ALTER TABLE collected_data
+                ADD COLUMN IF NOT EXISTS snapshot_id INTEGER,
+                ADD COLUMN IF NOT EXISTS task_id INTEGER,
+                ADD COLUMN IF NOT EXISTS entity_key VARCHAR(255),
+                ADD COLUMN IF NOT EXISTS is_current BOOLEAN DEFAULT TRUE,
+                ADD COLUMN IF NOT EXISTS previous_record_id INTEGER,
+                ADD COLUMN IF NOT EXISTS change_type VARCHAR(20),
+                ADD COLUMN IF NOT EXISTS change_summary JSONB DEFAULT '{}'::jsonb,
+                ADD COLUMN IF NOT EXISTS deleted_at TIMESTAMPTZ
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                ALTER TABLE collection_tasks
+                ADD COLUMN IF NOT EXISTS phase VARCHAR(30) DEFAULT 'queued'
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                CREATE INDEX IF NOT EXISTS idx_collected_data_source_source_id
+                ON collected_data (source, source_id)
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                UPDATE collected_data
+                SET entity_key = source || ':' || COALESCE(source_id, id::text)
+                WHERE entity_key IS NULL
+                """
+            )
+        )
+        await conn.execute(
+            text(
+                """
+                UPDATE collected_data
+                SET is_current = TRUE
+                WHERE is_current IS NULL
+                """
+            )
+        )
 
     async with async_session_factory() as session:
         await seed_default_datasources(session)

backend/app/main.py

@@ -9,7 +9,12 @@ from app.api.v1 import websocket
 from app.core.config import settings
 from app.core.websocket.broadcaster import broadcaster
 from app.db.session import init_db
-from app.services.scheduler import start_scheduler, stop_scheduler, sync_scheduler_with_datasources
+from app.services.scheduler import (
+    cleanup_stale_running_tasks,
+    start_scheduler,
+    stop_scheduler,
+    sync_scheduler_with_datasources,
+)
 
 
 class WebSocketCORSMiddleware(BaseHTTPMiddleware):
@@ -26,6 +31,7 @@ class WebSocketCORSMiddleware(BaseHTTPMiddleware):
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     await init_db()
+    await cleanup_stale_running_tasks()
     start_scheduler()
     await sync_scheduler_with_datasources()
     broadcaster.start()

backend/app/models/__init__.py

@@ -1,6 +1,7 @@
 from app.models.user import User
 from app.models.gpu_cluster import GPUCluster
 from app.models.task import CollectionTask
+from app.models.data_snapshot import DataSnapshot
 from app.models.datasource import DataSource
 from app.models.datasource_config import DataSourceConfig
 from app.models.alert import Alert, AlertSeverity, AlertStatus
@@ -10,6 +11,7 @@ __all__ = [
     "User",
     "GPUCluster",
     "CollectionTask",
+    "DataSnapshot",
     "DataSource",
     "DataSourceConfig",
     "SystemSetting",

backend/app/models/collected_data.py

@@ -1,8 +1,9 @@
 """Collected Data model for storing data from all collectors"""
 
-from sqlalchemy import Column, DateTime, Integer, String, Text, JSON, Index
+from sqlalchemy import Boolean, Column, DateTime, ForeignKey, Integer, String, Text, JSON, Index
 from sqlalchemy.sql import func
 
+from app.core.collected_data_fields import get_record_field
 from app.db.session import Base
 
 
@@ -12,8 +13,11 @@ class CollectedData(Base):
     __tablename__ = "collected_data"
 
     id = Column(Integer, primary_key=True, autoincrement=True)
+    snapshot_id = Column(Integer, ForeignKey("data_snapshots.id"), nullable=True, index=True)
+    task_id = Column(Integer, ForeignKey("collection_tasks.id"), nullable=True, index=True)
     source = Column(String(100), nullable=False, index=True)  # e.g., "top500", "huggingface_models"
     source_id = Column(String(100), index=True)  # Original ID from source, e.g., "rank_1"
+    entity_key = Column(String(255), index=True)
     data_type = Column(
         String(50), nullable=False, index=True
     )  # e.g., "supercomputer", "model", "dataset"
@@ -23,16 +27,6 @@ class CollectedData(Base):
     title = Column(String(500))
     description = Column(Text)
 
-    # Location data (for geo visualization)
-    country = Column(String(100))
-    city = Column(String(100))
-    latitude = Column(String(50))
-    longitude = Column(String(50))
-
-    # Performance metrics
-    value = Column(String(100))  # Generic value field (Rmax, Rpeak, etc.)
-    unit = Column(String(20))
-
     # Additional metadata as JSON
     extra_data = Column(
         "metadata", JSON, default={}
@@ -44,11 +38,17 @@ class CollectedData(Base):
 
     # Status
     is_valid = Column(Integer, default=1)  # 1=valid, 0=invalid
+    is_current = Column(Boolean, default=True, index=True)
+    previous_record_id = Column(Integer, ForeignKey("collected_data.id"), nullable=True, index=True)
+    change_type = Column(String(20), nullable=True)
+    change_summary = Column(JSON, default={})
+    deleted_at = Column(DateTime(timezone=True), nullable=True)
 
     # Indexes for common queries
     __table_args__ = (
         Index("idx_collected_data_source_collected", "source", "collected_at"),
         Index("idx_collected_data_source_type", "source", "data_type"),
+        Index("idx_collected_data_source_source_id", "source", "source_id"),
     )
 
     def __repr__(self):
@@ -58,18 +58,21 @@ class CollectedData(Base):
         """Convert to dictionary"""
         return {
             "id": self.id,
+            "snapshot_id": self.snapshot_id,
+            "task_id": self.task_id,
             "source": self.source,
             "source_id": self.source_id,
+            "entity_key": self.entity_key,
             "data_type": self.data_type,
             "name": self.name,
             "title": self.title,
             "description": self.description,
-            "country": self.country,
+            "country": get_record_field(self, "country"),
-            "city": self.city,
+            "city": get_record_field(self, "city"),
-            "latitude": self.latitude,
+            "latitude": get_record_field(self, "latitude"),
-            "longitude": self.longitude,
+            "longitude": get_record_field(self, "longitude"),
-            "value": self.value,
+            "value": get_record_field(self, "value"),
-            "unit": self.unit,
+            "unit": get_record_field(self, "unit"),
             "metadata": self.extra_data,
             "collected_at": self.collected_at.isoformat()
             if self.collected_at is not None
@@ -77,4 +80,9 @@ class CollectedData(Base):
             "reference_date": self.reference_date.isoformat()
             if self.reference_date is not None
             else None,
+            "is_current": self.is_current,
+            "previous_record_id": self.previous_record_id,
+            "change_type": self.change_type,
+            "change_summary": self.change_summary,
+            "deleted_at": self.deleted_at.isoformat() if self.deleted_at is not None else None,
         }

backend/app/models/data_snapshot.py

@@ -0,0 +1,26 @@
+from sqlalchemy import Boolean, Column, DateTime, ForeignKey, Integer, JSON, String
+from sqlalchemy.sql import func
+
+from app.db.session import Base
+
+
+class DataSnapshot(Base):
+    __tablename__ = "data_snapshots"
+
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    datasource_id = Column(Integer, nullable=False, index=True)
+    task_id = Column(Integer, ForeignKey("collection_tasks.id"), nullable=True, index=True)
+    source = Column(String(100), nullable=False, index=True)
+    snapshot_key = Column(String(100), nullable=True, index=True)
+    reference_date = Column(DateTime(timezone=True), nullable=True)
+    started_at = Column(DateTime(timezone=True), server_default=func.now())
+    completed_at = Column(DateTime(timezone=True), nullable=True)
+    record_count = Column(Integer, default=0)
+    status = Column(String(20), nullable=False, default="running")
+    is_current = Column(Boolean, default=True, index=True)
+    parent_snapshot_id = Column(Integer, ForeignKey("data_snapshots.id"), nullable=True, index=True)
+    summary = Column(JSON, default={})
+    created_at = Column(DateTime(timezone=True), server_default=func.now())
+
+    def __repr__(self):
+        return f"<DataSnapshot {self.id}: {self.source}/{self.status}>"

backend/app/models/task.py

@@ -12,6 +12,7 @@ class CollectionTask(Base):
     id = Column(Integer, primary_key=True, autoincrement=True)
     datasource_id = Column(Integer, nullable=False, index=True)
     status = Column(String(20), nullable=False)  # pending, running, success, failed, cancelled
+    phase = Column(String(30), default="queued")
     started_at = Column(DateTime(timezone=True))
     completed_at = Column(DateTime(timezone=True))
     records_processed = Column(Integer, default=0)

backend/app/services/collectors/arcgis_relation.py

@@ -1,10 +1,11 @@
-from typing import Dict, Any, List
+import asyncio
 from datetime import datetime
+from typing import Any, Dict, List, Optional
+
 import httpx
 
-from app.services.collectors.base import BaseCollector
 from app.core.data_sources import get_data_sources_config
-
+from app.services.collectors.base import BaseCollector
 
 
 class ArcGISCableLandingRelationCollector(BaseCollector):
@@ -18,45 +19,129 @@ class ArcGISCableLandingRelationCollector(BaseCollector):
     def base_url(self) -> str:
         if self._resolved_url:
             return self._resolved_url
-        from app.core.data_sources import get_data_sources_config
-
         config = get_data_sources_config()
         return config.get_yaml_url("arcgis_cable_landing_relation")
 
-    async def fetch(self) -> List[Dict[str, Any]]:
+    def _layer_url(self, layer_id: int) -> str:
-        params = {"where": "1=1", "outFields": "*", "returnGeometry": "true", "f": "geojson"}
+        if "/FeatureServer/" not in self.base_url:
+            return self.base_url
+        prefix = self.base_url.split("/FeatureServer/")[0]
+        return f"{prefix}/FeatureServer/{layer_id}/query"
 
-        async with httpx.AsyncClient(timeout=60.0) as client:
+    async def _fetch_layer_attributes(
-            response = await client.get(self.base_url, params=params)
+        self, client: httpx.AsyncClient, layer_id: int
+    ) -> List[Dict[str, Any]]:
+        response = await client.get(
+            self._layer_url(layer_id),
+            params={
+                "where": "1=1",
+                "outFields": "*",
+                "returnGeometry": "false",
+                "f": "json",
+            },
+        )
         response.raise_for_status()
-            return self.parse_response(response.json())
+        data = response.json()
+        return [feature.get("attributes", {}) for feature in data.get("features", [])]
 
-    def parse_response(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
+    async def _fetch_relation_features(self, client: httpx.AsyncClient) -> List[Dict[str, Any]]:
-        result = []
+        response = await client.get(
+            self.base_url,
+            params={
+                "where": "1=1",
+                "outFields": "*",
+                "returnGeometry": "true",
+                "f": "geojson",
+            },
+        )
+        response.raise_for_status()
+        data = response.json()
+        return data.get("features", [])
 
-        features = data.get("features", [])
+    async def fetch(self) -> List[Dict[str, Any]]:
-        for feature in features:
+        async with httpx.AsyncClient(timeout=60.0) as client:
+            relation_features, landing_rows, cable_rows = await asyncio.gather(
+                self._fetch_relation_features(client),
+                self._fetch_layer_attributes(client, 1),
+                self._fetch_layer_attributes(client, 2),
+            )
+        return self.parse_response(relation_features, landing_rows, cable_rows)
+
+    def _build_landing_lookup(self, landing_rows: List[Dict[str, Any]]) -> Dict[int, Dict[str, Any]]:
+        lookup: Dict[int, Dict[str, Any]] = {}
+        for row in landing_rows:
+            city_id = row.get("city_id")
+            if city_id is None:
+                continue
+            lookup[int(city_id)] = {
+                "landing_point_id": row.get("landing_point_id") or city_id,
+                "landing_point_name": row.get("Name") or row.get("name") or "",
+                "facility": row.get("facility") or "",
+                "status": row.get("status") or "",
+                "country": row.get("country") or "",
+            }
+        return lookup
+
+    def _build_cable_lookup(self, cable_rows: List[Dict[str, Any]]) -> Dict[int, Dict[str, Any]]:
+        lookup: Dict[int, Dict[str, Any]] = {}
+        for row in cable_rows:
+            cable_id = row.get("cable_id")
+            if cable_id is None:
+                continue
+            lookup[int(cable_id)] = {
+                "cable_name": row.get("Name") or "",
+                "status": row.get("status") or "active",
+            }
+        return lookup
+
+    def parse_response(
+        self,
+        relation_features: List[Dict[str, Any]],
+        landing_rows: List[Dict[str, Any]],
+        cable_rows: List[Dict[str, Any]],
+    ) -> List[Dict[str, Any]]:
+        result: List[Dict[str, Any]] = []
+        landing_lookup = self._build_landing_lookup(landing_rows)
+        cable_lookup = self._build_cable_lookup(cable_rows)
+
+        for feature in relation_features:
             props = feature.get("properties", {})
 
             try:
+                city_id = props.get("city_id")
+                cable_id = props.get("cable_id")
+                landing_info = landing_lookup.get(int(city_id), {}) if city_id is not None else {}
+                cable_info = cable_lookup.get(int(cable_id), {}) if cable_id is not None else {}
+
+                cable_name = cable_info.get("cable_name") or props.get("cable_name") or "Unknown"
+                landing_point_name = (
+                    landing_info.get("landing_point_name")
+                    or props.get("landing_point_name")
+                    or "Unknown"
+                )
+                facility = landing_info.get("facility") or props.get("facility") or "-"
+                status = cable_info.get("status") or landing_info.get("status") or props.get("status") or "-"
+                country = landing_info.get("country") or props.get("country") or ""
+                landing_point_id = landing_info.get("landing_point_id") or props.get("landing_point_id") or city_id
+
                 entry = {
                     "source_id": f"arcgis_relation_{props.get('OBJECTID', props.get('id', ''))}",
-                    "name": f"{props.get('cable_name', 'Unknown')} - {props.get('landing_point_name', 'Unknown')}",
+                    "name": f"{cable_name} - {landing_point_name}",
-                    "country": props.get("country", ""),
+                    "country": country,
-                    "city": props.get("landing_point_name", ""),
+                    "city": landing_point_name,
                     "latitude": str(props.get("latitude", "")) if props.get("latitude") else "",
                     "longitude": str(props.get("longitude", "")) if props.get("longitude") else "",
                     "value": "",
                     "unit": "",
                     "metadata": {
                         "objectid": props.get("OBJECTID"),
-                        "city_id": props.get("city_id"),
+                        "city_id": city_id,
-                        "cable_id": props.get("cable_id"),
+                        "cable_id": cable_id,
-                        "cable_name": props.get("cable_name"),
+                        "cable_name": cable_name,
-                        "landing_point_id": props.get("landing_point_id"),
+                        "landing_point_id": landing_point_id,
-                        "landing_point_name": props.get("landing_point_name"),
+                        "landing_point_name": landing_point_name,
-                        "facility": props.get("facility"),
+                        "facility": facility,
-                        "status": props.get("status"),
+                        "status": status,
                     },
                     "reference_date": datetime.utcnow().strftime("%Y-%m-%d"),
                 }

backend/app/services/collectors/base.py

@@ -4,10 +4,12 @@ from abc import ABC, abstractmethod
 from typing import Dict, List, Any, Optional
 from datetime import datetime
 import httpx
-from sqlalchemy import text
+from sqlalchemy import select, text
 from sqlalchemy.ext.asyncio import AsyncSession
 
+from app.core.collected_data_fields import build_dynamic_metadata, get_record_field
 from app.core.config import settings
+from app.core.countries import normalize_country
 
 
 class BaseCollector(ABC):
@@ -39,6 +41,11 @@ class BaseCollector(ABC):
                 records_processed / self._current_task.total_records
             ) * 100
 
+    async def set_phase(self, phase: str):
+        if self._current_task and self._db_session:
+            self._current_task.phase = phase
+            await self._db_session.commit()
+
     @abstractmethod
     async def fetch(self) -> List[Dict[str, Any]]:
         """Fetch raw data from source"""
@@ -48,14 +55,87 @@ class BaseCollector(ABC):
         """Transform raw data to internal format (default: pass through)"""
         return raw_data
 
+    def _parse_reference_date(self, value: Any) -> Optional[datetime]:
+        if not value:
+            return None
+        if isinstance(value, datetime):
+            return value
+        if isinstance(value, str):
+            return datetime.fromisoformat(value.replace("Z", "+00:00"))
+        return None
+
+    def _build_comparable_payload(self, record: Any) -> Dict[str, Any]:
+        return {
+            "name": getattr(record, "name", None),
+            "title": getattr(record, "title", None),
+            "description": getattr(record, "description", None),
+            "country": get_record_field(record, "country"),
+            "city": get_record_field(record, "city"),
+            "latitude": get_record_field(record, "latitude"),
+            "longitude": get_record_field(record, "longitude"),
+            "value": get_record_field(record, "value"),
+            "unit": get_record_field(record, "unit"),
+            "metadata": getattr(record, "extra_data", None) or {},
+            "reference_date": (
+                getattr(record, "reference_date", None).isoformat()
+                if getattr(record, "reference_date", None)
+                else None
+            ),
+        }
+
+    async def _create_snapshot(
+        self,
+        db: AsyncSession,
+        task_id: int,
+        data: List[Dict[str, Any]],
+        started_at: datetime,
+    ) -> int:
+        from app.models.data_snapshot import DataSnapshot
+
+        reference_dates = [
+            parsed
+            for parsed in (self._parse_reference_date(item.get("reference_date")) for item in data)
+            if parsed is not None
+        ]
+        reference_date = max(reference_dates) if reference_dates else None
+
+        result = await db.execute(
+            select(DataSnapshot)
+            .where(DataSnapshot.source == self.name, DataSnapshot.is_current == True)
+            .order_by(DataSnapshot.completed_at.desc().nullslast(), DataSnapshot.id.desc())
+            .limit(1)
+        )
+        previous_snapshot = result.scalar_one_or_none()
+
+        snapshot = DataSnapshot(
+            datasource_id=getattr(self, "_datasource_id", 1),
+            task_id=task_id,
+            source=self.name,
+            snapshot_key=f"{self.name}:{task_id}",
+            reference_date=reference_date,
+            started_at=started_at,
+            status="running",
+            is_current=True,
+            parent_snapshot_id=previous_snapshot.id if previous_snapshot else None,
+            summary={},
+        )
+        db.add(snapshot)
+
+        if previous_snapshot:
+            previous_snapshot.is_current = False
+
+        await db.commit()
+        return snapshot.id
+
     async def run(self, db: AsyncSession) -> Dict[str, Any]:
         """Full pipeline: fetch -> transform -> save"""
         from app.services.collectors.registry import collector_registry
         from app.models.task import CollectionTask
-        from app.models.collected_data import CollectedData
+        from app.models.data_snapshot import DataSnapshot
 
         start_time = datetime.utcnow()
         datasource_id = getattr(self, "_datasource_id", 1)
+        snapshot_id: Optional[int] = None
 
         if not collector_registry.is_active(self.name):
             return {"status": "skipped", "reason": "Collector is disabled"}
@@ -63,6 +143,7 @@ class BaseCollector(ABC):
         task = CollectionTask(
             datasource_id=datasource_id,
             status="running",
+            phase="queued",
             started_at=start_time,
         )
         db.add(task)
@@ -75,15 +156,20 @@ class BaseCollector(ABC):
         await self.resolve_url(db)
 
         try:
+            await self.set_phase("fetching")
             raw_data = await self.fetch()
             task.total_records = len(raw_data)
             await db.commit()
 
+            await self.set_phase("transforming")
             data = self.transform(raw_data)
+            snapshot_id = await self._create_snapshot(db, task_id, data, start_time)
 
-            records_count = await self._save_data(db, data)
+            await self.set_phase("saving")
+            records_count = await self._save_data(db, data, task_id=task_id, snapshot_id=snapshot_id)
 
             task.status = "success"
+            task.phase = "completed"
             task.records_processed = records_count
             task.progress = 100.0
             task.completed_at = datetime.utcnow()
@@ -97,8 +183,15 @@ class BaseCollector(ABC):
             }
         except Exception as e:
             task.status = "failed"
+            task.phase = "failed"
             task.error_message = str(e)
             task.completed_at = datetime.utcnow()
+            if snapshot_id is not None:
+                snapshot = await db.get(DataSnapshot, snapshot_id)
+                if snapshot:
+                    snapshot.status = "failed"
+                    snapshot.completed_at = datetime.utcnow()
+                    snapshot.summary = {"error": str(e)}
             await db.commit()
 
             return {
@@ -108,53 +201,163 @@ class BaseCollector(ABC):
                 "execution_time_seconds": (datetime.utcnow() - start_time).total_seconds(),
             }
 
-    async def _save_data(self, db: AsyncSession, data: List[Dict[str, Any]]) -> int:
+    async def _save_data(
+        self,
+        db: AsyncSession,
+        data: List[Dict[str, Any]],
+        task_id: Optional[int] = None,
+        snapshot_id: Optional[int] = None,
+    ) -> int:
         """Save transformed data to database"""
         from app.models.collected_data import CollectedData
+        from app.models.data_snapshot import DataSnapshot
 
         if not data:
+            if snapshot_id is not None:
+                snapshot = await db.get(DataSnapshot, snapshot_id)
+                if snapshot:
+                    snapshot.record_count = 0
+                    snapshot.summary = {"created": 0, "updated": 0, "unchanged": 0}
+                    snapshot.status = "success"
+                    snapshot.completed_at = datetime.utcnow()
+                    await db.commit()
             return 0
 
         collected_at = datetime.utcnow()
         records_added = 0
+        created_count = 0
+        updated_count = 0
+        unchanged_count = 0
+        seen_entity_keys: set[str] = set()
+        previous_current_keys: set[str] = set()
+
+        previous_current_result = await db.execute(
+            select(CollectedData.entity_key).where(
+                CollectedData.source == self.name,
+                CollectedData.is_current == True,
+            )
+        )
+        previous_current_keys = {row[0] for row in previous_current_result.fetchall() if row[0]}
 
         for i, item in enumerate(data):
             print(
                 f"DEBUG: Saving item {i}: name={item.get('name')}, metadata={item.get('metadata', 'NOT FOUND')}"
             )
+            raw_metadata = item.get("metadata", {})
+            extra_data = build_dynamic_metadata(
+                raw_metadata,
+                country=item.get("country"),
+                city=item.get("city"),
+                latitude=item.get("latitude"),
+                longitude=item.get("longitude"),
+                value=item.get("value"),
+                unit=item.get("unit"),
+            )
+            normalized_country = normalize_country(item.get("country"))
+            if normalized_country is not None:
+                extra_data["country"] = normalized_country
+
+            if item.get("country") and normalized_country != item.get("country"):
+                extra_data["raw_country"] = item.get("country")
+                if normalized_country is None:
+                    extra_data["country_validation"] = "invalid"
+
+            source_id = item.get("source_id") or item.get("id")
+            reference_date = (
+                self._parse_reference_date(item.get("reference_date"))
+            )
+            source_id_str = str(source_id) if source_id is not None else None
+            entity_key = f"{self.name}:{source_id_str}" if source_id_str else f"{self.name}:{i}"
+            previous_record = None
+
+            if entity_key and entity_key not in seen_entity_keys:
+                result = await db.execute(
+                    select(CollectedData)
+                    .where(
+                        CollectedData.source == self.name,
+                        CollectedData.entity_key == entity_key,
+                        CollectedData.is_current == True,
+                    )
+                    .order_by(CollectedData.collected_at.desc().nullslast(), CollectedData.id.desc())
+                )
+                previous_records = result.scalars().all()
+                if previous_records:
+                    previous_record = previous_records[0]
+                    for old_record in previous_records:
+                        old_record.is_current = False
+
             record = CollectedData(
+                snapshot_id=snapshot_id,
+                task_id=task_id,
                 source=self.name,
-                source_id=item.get("source_id") or item.get("id"),
+                source_id=source_id_str,
+                entity_key=entity_key,
                 data_type=self.data_type,
                 name=item.get("name"),
                 title=item.get("title"),
                 description=item.get("description"),
-                country=item.get("country"),
+                extra_data=extra_data,
-                city=item.get("city"),
-                latitude=str(item.get("latitude", ""))
-                if item.get("latitude") is not None
-                else None,
-                longitude=str(item.get("longitude", ""))
-                if item.get("longitude") is not None
-                else None,
-                value=item.get("value"),
-                unit=item.get("unit"),
-                extra_data=item.get("metadata", {}),
                 collected_at=collected_at,
-                reference_date=datetime.fromisoformat(
+                reference_date=reference_date,
-                    item.get("reference_date").replace("Z", "+00:00")
-                )
-                if item.get("reference_date")
-                else None,
                 is_valid=1,
+                is_current=True,
+                previous_record_id=previous_record.id if previous_record else None,
+                deleted_at=None,
             )
+
+            if previous_record is None:
+                record.change_type = "created"
+                record.change_summary = {}
+                created_count += 1
+            else:
+                previous_payload = self._build_comparable_payload(previous_record)
+                current_payload = self._build_comparable_payload(record)
+                if current_payload == previous_payload:
+                    record.change_type = "unchanged"
+                    record.change_summary = {}
+                    unchanged_count += 1
+                else:
+                    changed_fields = [
+                        key for key in current_payload.keys() if current_payload[key] != previous_payload.get(key)
+                    ]
+                    record.change_type = "updated"
+                    record.change_summary = {"changed_fields": changed_fields}
+                    updated_count += 1
+
             db.add(record)
+            seen_entity_keys.add(entity_key)
             records_added += 1
 
             if i % 100 == 0:
                 self.update_progress(i + 1)
                 await db.commit()
 
+        if snapshot_id is not None:
+            deleted_keys = previous_current_keys - seen_entity_keys
+            await db.execute(
+                text(
+                    """
+                    UPDATE collected_data
+                    SET is_current = FALSE
+                    WHERE source = :source
+                      AND snapshot_id IS DISTINCT FROM :snapshot_id
+                      AND COALESCE(is_current, TRUE) = TRUE
+                    """
+                ),
+                {"source": self.name, "snapshot_id": snapshot_id},
+            )
+            snapshot = await db.get(DataSnapshot, snapshot_id)
+            if snapshot:
+                snapshot.record_count = records_added
+                snapshot.status = "success"
+                snapshot.completed_at = datetime.utcnow()
+                snapshot.summary = {
+                    "created": created_count,
+                    "updated": updated_count,
+                    "unchanged": unchanged_count,
+                    "deleted": len(deleted_keys),
+                }
+
         await db.commit()
         self.update_progress(len(data))
         return records_added

backend/app/services/collectors/peeringdb.py

@@ -76,7 +76,7 @@ class PeeringDBIXPCollector(HTTPCollector):
         print(f"Warning: PeeringDB collection failed after {max_retries} retries: {last_error}")
         return {}
 
-    async def collect(self) -> List[Dict[str, Any]]:
+    async def fetch(self) -> List[Dict[str, Any]]:
         """Collect IXP data from PeeringDB with rate limit handling"""
         response_data = await self.fetch_with_retry()
         if not response_data:
@@ -177,7 +177,7 @@ class PeeringDBNetworkCollector(HTTPCollector):
         print(f"Warning: PeeringDB collection failed after {max_retries} retries: {last_error}")
         return {}
 
-    async def collect(self) -> List[Dict[str, Any]]:
+    async def fetch(self) -> List[Dict[str, Any]]:
         """Collect Network data from PeeringDB with rate limit handling"""
         response_data = await self.fetch_with_retry()
         if not response_data:
@@ -280,7 +280,7 @@ class PeeringDBFacilityCollector(HTTPCollector):
         print(f"Warning: PeeringDB collection failed after {max_retries} retries: {last_error}")
         return {}
 
-    async def collect(self) -> List[Dict[str, Any]]:
+    async def fetch(self) -> List[Dict[str, Any]]:
         """Collect Facility data from PeeringDB with rate limit handling"""
         response_data = await self.fetch_with_retry()
         if not response_data:

backend/app/services/collectors/top500.py

@@ -4,9 +4,9 @@ Collects data from TOP500 supercomputer rankings.
 https://top500.org/lists/top500/
 """
 
+import asyncio
 import re
 from typing import Dict, Any, List
-from datetime import datetime
 from bs4 import BeautifulSoup
 import httpx
 
@@ -21,14 +21,108 @@ class TOP500Collector(BaseCollector):
     data_type = "supercomputer"
 
     async def fetch(self) -> List[Dict[str, Any]]:
-        """Fetch TOP500 data from website (scraping)"""
+        """Fetch TOP500 list data and enrich each row with detail-page metadata."""
-        # Get the latest list page
         url = "https://top500.org/lists/top500/list/2025/11/"
 
-        async with httpx.AsyncClient(timeout=60.0) as client:
+        async with httpx.AsyncClient(timeout=60.0, follow_redirects=True) as client:
             response = await client.get(url)
             response.raise_for_status()
-            return self.parse_response(response.text)
+            entries = self.parse_response(response.text)
+
+            semaphore = asyncio.Semaphore(8)
+
+            async def enrich(entry: Dict[str, Any]) -> Dict[str, Any]:
+                detail_url = entry.pop("_detail_url", "")
+                if not detail_url:
+                    return entry
+
+                async with semaphore:
+                    try:
+                        detail_response = await client.get(detail_url)
+                        detail_response.raise_for_status()
+                        entry["metadata"].update(self.parse_detail_response(detail_response.text))
+                    except Exception:
+                        entry["metadata"]["detail_fetch_failed"] = True
+                return entry
+
+            return await asyncio.gather(*(enrich(entry) for entry in entries))
+
+    def _extract_system_fields(self, system_cell) -> Dict[str, str]:
+        link = system_cell.find("a")
+        system_name = link.get_text(" ", strip=True) if link else system_cell.get_text(" ", strip=True)
+        detail_url = ""
+        if link and link.get("href"):
+            detail_url = f"https://top500.org{link.get('href')}"
+
+        manufacturer = ""
+        if link and link.next_sibling:
+            manufacturer = str(link.next_sibling).strip(" ,\n\t")
+
+        cell_text = system_cell.get_text("\n", strip=True)
+        lines = [line.strip(" ,") for line in cell_text.splitlines() if line.strip()]
+
+        site = ""
+        country = ""
+        if lines:
+            system_name = lines[0]
+        if len(lines) >= 3:
+            site = lines[-2]
+            country = lines[-1]
+        elif len(lines) == 2:
+            country = lines[-1]
+
+        if not manufacturer and len(lines) >= 2:
+            manufacturer = lines[1]
+
+        return {
+            "name": system_name,
+            "manufacturer": manufacturer,
+            "site": site,
+            "country": country,
+            "detail_url": detail_url,
+        }
+
+    def parse_detail_response(self, html: str) -> Dict[str, Any]:
+        soup = BeautifulSoup(html, "html.parser")
+        detail_table = soup.find("table", {"class": "table table-condensed"})
+        if not detail_table:
+            return {}
+
+        detail_map: Dict[str, Any] = {}
+        label_aliases = {
+            "Site": "site",
+            "Manufacturer": "manufacturer",
+            "Cores": "cores",
+            "Processor": "processor",
+            "Interconnect": "interconnect",
+            "Installation Year": "installation_year",
+            "Linpack Performance (Rmax)": "rmax",
+            "Theoretical Peak (Rpeak)": "rpeak",
+            "Nmax": "nmax",
+            "HPCG": "hpcg",
+            "Power": "power",
+            "Power Measurement Level": "power_measurement_level",
+            "Operating System": "operating_system",
+            "Compiler": "compiler",
+            "Math Library": "math_library",
+            "MPI": "mpi",
+        }
+
+        for row in detail_table.find_all("tr"):
+            header = row.find("th")
+            value_cell = row.find("td")
+            if not header or not value_cell:
+                continue
+
+            label = header.get_text(" ", strip=True).rstrip(":")
+            key = label_aliases.get(label)
+            if not key:
+                continue
+
+            value = value_cell.get_text(" ", strip=True)
+            detail_map[key] = value
+
+        return detail_map
 
     def parse_response(self, html: str) -> List[Dict[str, Any]]:
         """Parse TOP500 HTML response"""
@@ -36,27 +130,26 @@ class TOP500Collector(BaseCollector):
         soup = BeautifulSoup(html, "html.parser")
 
         # Find the table with TOP500 data
-        table = soup.find("table", {"class": "top500-table"})
+        table = None
-        if not table:
+        for candidate in soup.find_all("table"):
-            # Try alternative table selector
+            header_cells = [
-            table = soup.find("table", {"id": "top500"})
+                cell.get_text(" ", strip=True) for cell in candidate.select("thead th")
-
+            ]
-        if not table:
+            normalized_headers = [header.lower() for header in header_cells]
-            # Try to find any table with rank data
+            if (
-            tables = soup.find_all("table")
+                "rank" in normalized_headers
-            for t in tables:
+                and "system" in normalized_headers
-                if t.find(string=re.compile(r"Rank.*System.*Cores.*Rmax", re.I)):
+                and any("cores" in header for header in normalized_headers)
-                    table = t
+                and any("rmax" in header for header in normalized_headers)
+            ):
+                table = candidate
                 break
 
         if not table:
-            # Fallback: try to extract data from any table
+            table = soup.find("table", {"class": "top500-table"}) or soup.find("table", {"id": "top500"})
-            tables = soup.find_all("table")
-            if tables:
-                table = tables[0]
 
         if table:
-            rows = table.find_all("tr")
+            rows = table.select("tr")
             for row in rows[1:]:  # Skip header row
                 cells = row.find_all(["td", "th"])
                 if len(cells) >= 6:
@@ -68,43 +161,26 @@ class TOP500Collector(BaseCollector):
 
                         rank = int(rank_text)
 
-                        # System name (may contain link)
                         system_cell = cells[1]
-                        system_name = system_cell.get_text(strip=True)
+                        system_fields = self._extract_system_fields(system_cell)
-                        # Try to get full name from link title or data attribute
+                        system_name = system_fields["name"]
-                        link = system_cell.find("a")
+                        manufacturer = system_fields["manufacturer"]
-                        if link and link.get("title"):
+                        site = system_fields["site"]
-                            system_name = link.get("title")
+                        country = system_fields["country"]
+                        detail_url = system_fields["detail_url"]
 
-                        # Country
-                        country_cell = cells[2]
-                        country = country_cell.get_text(strip=True)
-                        # Try to get country from data attribute or image alt
-                        img = country_cell.find("img")
-                        if img and img.get("alt"):
-                            country = img.get("alt")
-
-                        # Extract location (city)
                         city = ""
-                        location_text = country_cell.get_text(strip=True)
+                        cores = cells[2].get_text(strip=True).replace(",", "")
-                        if "(" in location_text and ")" in location_text:
-                            city = location_text.split("(")[0].strip()
 
-                        # Cores
+                        rmax_text = cells[3].get_text(strip=True)
-                        cores = cells[3].get_text(strip=True).replace(",", "")
-
-                        # Rmax
-                        rmax_text = cells[4].get_text(strip=True)
                         rmax = self._parse_performance(rmax_text)
 
-                        # Rpeak
+                        rpeak_text = cells[4].get_text(strip=True)
-                        rpeak_text = cells[5].get_text(strip=True)
                         rpeak = self._parse_performance(rpeak_text)
 
-                        # Power (optional)
                         power = ""
-                        if len(cells) >= 7:
+                        if len(cells) >= 6:
-                            power = cells[6].get_text(strip=True)
+                            power = cells[5].get_text(strip=True).replace(",", "")
 
                         entry = {
                             "source_id": f"top500_{rank}",
@@ -117,10 +193,14 @@ class TOP500Collector(BaseCollector):
                             "unit": "PFlop/s",
                             "metadata": {
                                 "rank": rank,
-                                "r_peak": rpeak,
-                                "power": power,
                                 "cores": cores,
+                                "rmax": rmax_text,
+                                "rpeak": rpeak_text,
+                                "power": power,
+                                "manufacturer": manufacturer,
+                                "site": site,
                             },
+                            "_detail_url": detail_url,
                             "reference_date": "2025-11-01",
                         }
                         data.append(entry)
@@ -184,10 +264,15 @@ class TOP500Collector(BaseCollector):
                 "unit": "PFlop/s",
                 "metadata": {
                     "rank": 1,
-                    "r_peak": 2746.38,
+                    "cores": "11039616",
-                    "power": 29581,
+                    "rmax": "1742.00",
-                    "cores": 11039616,
+                    "rpeak": "2746.38",
+                    "power": "29581",
                     "manufacturer": "HPE",
+                    "site": "DOE/NNSA/LLNL",
+                    "processor": "AMD 4th Gen EPYC 24C 1.8GHz",
+                    "interconnect": "Slingshot-11",
+                    "installation_year": "2025",
                 },
                 "reference_date": "2025-11-01",
             },
@@ -202,10 +287,12 @@ class TOP500Collector(BaseCollector):
                 "unit": "PFlop/s",
                 "metadata": {
                     "rank": 2,
-                    "r_peak": 2055.72,
+                    "cores": "9066176",
-                    "power": 24607,
+                    "rmax": "1353.00",
-                    "cores": 9066176,
+                    "rpeak": "2055.72",
+                    "power": "24607",
                     "manufacturer": "HPE",
+                    "site": "DOE/SC/Oak Ridge National Laboratory",
                 },
                 "reference_date": "2025-11-01",
             },
@@ -220,9 +307,10 @@ class TOP500Collector(BaseCollector):
                 "unit": "PFlop/s",
                 "metadata": {
                     "rank": 3,
-                    "r_peak": 1980.01,
+                    "cores": "9264128",
-                    "power": 38698,
+                    "rmax": "1012.00",
-                    "cores": 9264128,
+                    "rpeak": "1980.01",
+                    "power": "38698",
                     "manufacturer": "Intel",
                 },
                 "reference_date": "2025-11-01",

backend/app/services/scheduler.py

@@ -2,8 +2,8 @@
 
 import asyncio
 import logging
-from datetime import datetime
+from datetime import datetime, timedelta
-from typing import Any, Dict
+from typing import Any, Dict, Optional
 
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
 from apscheduler.triggers.interval import IntervalTrigger
@@ -11,6 +11,7 @@ from sqlalchemy import select
 
 from app.db.session import async_session_factory
 from app.models.datasource import DataSource
+from app.models.task import CollectionTask
 from app.services.collectors.registry import collector_registry
 
 logger = logging.getLogger(__name__)
@@ -89,6 +90,35 @@ async def run_collector_task(collector_name: str):
             logger.exception("Collector %s failed: %s", collector_name, exc)
 
 
+async def cleanup_stale_running_tasks(max_age_hours: int = 2) -> int:
+    """Mark stale running tasks as failed after restarts or collector hangs."""
+    cutoff = datetime.utcnow() - timedelta(hours=max_age_hours)
+
+    async with async_session_factory() as db:
+        result = await db.execute(
+            select(CollectionTask).where(
+                CollectionTask.status == "running",
+                CollectionTask.started_at.is_not(None),
+                CollectionTask.started_at < cutoff,
+            )
+        )
+        stale_tasks = result.scalars().all()
+
+        for task in stale_tasks:
+            task.status = "failed"
+            task.phase = "failed"
+            task.completed_at = datetime.utcnow()
+            existing_error = (task.error_message or "").strip()
+            cleanup_error = "Marked failed automatically after stale running task cleanup"
+            task.error_message = f"{existing_error}\n{cleanup_error}".strip() if existing_error else cleanup_error
+
+        if stale_tasks:
+            await db.commit()
+            logger.warning("Cleaned up %s stale running collection task(s)", len(stale_tasks))
+
+        return len(stale_tasks)
+
+
 def start_scheduler() -> None:
     """Start the scheduler."""
     if not scheduler.running:
@@ -144,6 +174,19 @@ def get_scheduler_jobs() -> list[Dict[str, Any]]:
     return jobs
 
 
+async def get_latest_task_id_for_datasource(datasource_id: int) -> Optional[int]:
+    from app.models.task import CollectionTask
+
+    async with async_session_factory() as db:
+        result = await db.execute(
+            select(CollectionTask.id)
+            .where(CollectionTask.datasource_id == datasource_id)
+            .order_by(CollectionTask.created_at.desc(), CollectionTask.id.desc())
+            .limit(1)
+        )
+        return result.scalar_one_or_none()
+
+
 def run_collector_now(collector_name: str) -> bool:
     """Run a collector immediately (not scheduled)."""
     collector = collector_registry.get(collector_name)

docs/collected-data-column-removal-plan.md

@@ -0,0 +1,207 @@
+# collected_data 强耦合列拆除计划
+
+## 背景
+
+当前 `collected_data` 同时承担了两类职责：
+
+1. 通用采集事实表
+2. 少数数据源的宽表字段承载
+
+典型强耦合列包括：
+
+- `country`
+- `city`
+- `latitude`
+- `longitude`
+- `value`
+- `unit`
+
+以及 API 层临时平铺出来的：
+
+- `cores`
+- `rmax`
+- `rpeak`
+- `power`
+
+这些字段并不适合作为统一事实表的长期 schema。  
+推荐方向是：
+
+- 表内保留通用稳定字段
+- 业务差异字段全部归入 `metadata`
+- API 和前端动态读取 `metadata`
+
+## 拆除目标
+
+最终希望 `collected_data` 只保留：
+
+- `id`
+- `snapshot_id`
+- `task_id`
+- `source`
+- `source_id`
+- `entity_key`
+- `data_type`
+- `name`
+- `title`
+- `description`
+- `metadata`
+- `collected_at`
+- `reference_date`
+- `is_valid`
+- `is_current`
+- `previous_record_id`
+- `change_type`
+- `change_summary`
+- `deleted_at`
+
+## 计划阶段
+
+### Phase 1：读取层去依赖
+
+目标：
+
+- API / 可视化 / 前端不再优先依赖宽列表字段
+- 所有动态字段优先从 `metadata` 取
+
+当前已完成：
+
+- 新写入数据时，将 `country/city/latitude/longitude/value/unit` 自动镜像到 `metadata`
+- `/api/v1/collected` 优先从 `metadata` 取动态字段
+- `visualization` 接口优先从 `metadata` 取动态字段
+- 国家筛选已改成只走 `metadata->>'country'`
+- `CollectedData.to_dict()` 已切到 metadata-first
+- 变更比较逻辑已切到 metadata-first
+- 已新增历史回填脚本：
+  [scripts/backfill_collected_data_metadata.py](/home/ray/dev/linkong/planet/scripts/backfill_collected_data_metadata.py)
+- 已新增删列脚本：
+  [scripts/drop_collected_data_legacy_columns.py](/home/ray/dev/linkong/planet/scripts/drop_collected_data_legacy_columns.py)
+
+涉及文件：
+
+- [backend/app/core/collected_data_fields.py](/home/ray/dev/linkong/planet/backend/app/core/collected_data_fields.py)
+- [backend/app/services/collectors/base.py](/home/ray/dev/linkong/planet/backend/app/services/collectors/base.py)
+- [backend/app/api/v1/collected_data.py](/home/ray/dev/linkong/planet/backend/app/api/v1/collected_data.py)
+- [backend/app/api/v1/visualization.py](/home/ray/dev/linkong/planet/backend/app/api/v1/visualization.py)
+
+### Phase 2：写入层去依赖
+
+目标：
+
+- 采集器内部不再把这些字段当作数据库一级列来理解
+- 统一只写：
+  - 通用主字段
+  - `metadata`
+
+建议动作：
+
+1. Collector 内部仍可使用 `country/city/value` 这种临时字段作为采集过程变量
+2. 进入 `BaseCollector._save_data()` 后统一归档到 `metadata`
+3. `CollectedData` 模型中的强耦合列已从 ORM 移除，写入统一归档到 `metadata`
+
+### Phase 3：数据库删列
+
+目标：
+
+- 从 `collected_data` 真正移除以下列：
+  - `country`
+  - `city`
+  - `latitude`
+  - `longitude`
+  - `value`
+  - `unit`
+
+注意：
+
+- `cores / rmax / rpeak / power` 当前本来就在 `metadata` 里，不是表列
+- 这四个主要是 API 平铺字段，不需要数据库删列
+
+## 当前阻塞点
+
+在正式删列前，还需要确认这些地方已经完全不再直接依赖数据库列：
+
+### 1. `CollectedData.to_dict()`
+
+文件：
+
+- [backend/app/models/collected_data.py](/home/ray/dev/linkong/planet/backend/app/models/collected_data.py)
+
+状态：
+
+- 已完成
+
+### 2. 差异计算逻辑
+
+文件：
+
+- [backend/app/services/collectors/base.py](/home/ray/dev/linkong/planet/backend/app/services/collectors/base.py)
+
+状态：
+
+- 已完成
+- 当前已改成比较归一化后的 metadata-first payload
+
+### 3. 历史数据回填
+
+问题：
+
+- 老数据可能只有列值，没有对应 `metadata`
+
+当前方案：
+
+- 在删列前执行一次回填脚本：
+  - [scripts/backfill_collected_data_metadata.py](/home/ray/dev/linkong/planet/scripts/backfill_collected_data_metadata.py)
+
+### 4. 导出格式兼容
+
+文件：
+
+- [backend/app/api/v1/collected_data.py](/home/ray/dev/linkong/planet/backend/app/api/v1/collected_data.py)
+
+现状：
+
+- CSV/JSON 导出已基本切成 metadata-first
+
+建议：
+
+- 删列前再回归检查一次导出字段是否一致
+
+## 推荐执行顺序
+
+1. 保持新数据写入时 `metadata` 完整
+2. 把模型和 diff 逻辑完全切成 metadata-first
+3. 写一条历史回填脚本
+4. 回填后观察一轮
+5. 正式执行删列迁移
+
+## 推荐迁移 SQL
+
+仅在确认全部读取链路已去依赖后执行：
+
+```sql
+ALTER TABLE collected_data
+DROP COLUMN IF EXISTS country,
+DROP COLUMN IF EXISTS city,
+DROP COLUMN IF EXISTS latitude,
+DROP COLUMN IF EXISTS longitude,
+DROP COLUMN IF EXISTS value,
+DROP COLUMN IF EXISTS unit;
+```
+
+## 风险提示
+
+1. 地图类接口对经纬度最敏感
+   必须确保所有地图需要的记录，其 `metadata.latitude/longitude` 已回填完整。
+
+2. 历史老数据如果没有回填，删列后会直接丢失这些信息。
+
+3. 某些 collector 可能仍隐式依赖这些宽字段做差异比较，删列前必须做一次全量回归。
+
+## 当前判断
+
+当前项目已经完成“代码去依赖 + 历史回填 + readiness 检查”。  
+下一步执行顺序建议固定为：
+
+1. 先部署当前代码版本并重启后端
+2. 再做一轮功能回归
+3. 最后执行：
+   `uv run python scripts/drop_collected_data_legacy_columns.py`

docs/collected-data-history-plan.md

@@ -0,0 +1,402 @@
+# 采集数据历史快照化改造方案
+
+## 背景
+
+当前系统的 `collected_data` 更接近“当前结果表”：
+
+- 同一个 `source + source_id` 会被更新覆盖
+- 前端列表页默认读取这张表
+- `collection_tasks` 只记录任务执行状态，不直接承载数据版本语义
+
+这套方式适合管理后台，但不利于后续做态势感知、时间回放、趋势分析和版本对比。  
+如果后面需要回答下面这类问题，当前模型会比较吃力：
+
+- 某条实体在过去 7 天如何变化
+- 某次采集相比上次新增了什么、删除了什么、值变了什么
+- 某个时刻地图上“当时的世界状态”是什么
+- 告警是在第几次采集后触发的
+
+因此建议把采集数据改造成“历史快照 + 当前视图”模型。
+
+## 目标
+
+1. 每次触发采集都保留一份独立快照，历史可追溯。
+2. 管理后台默认仍然只看“当前最新状态”，不增加使用复杂度。
+3. 后续支持：
+   - 时间线回放
+   - 两次采集差异对比
+   - 趋势分析
+   - 按快照回溯告警和地图状态
+4. 尽量兼容现有接口，降低改造成本。
+
+## 结论
+
+不建议继续用以下两种单一模式：
+
+- 直接覆盖旧数据
+  问题：没有历史，无法回溯。
+
+- 软删除旧数据再全量新增
+  问题：语义不清，历史和“当前无效”混在一起，后续统计复杂。
+
+推荐方案：
+
+- 保留历史事实表
+- 维护当前视图
+- 每次采集对应一个明确的快照批次
+
+## 推荐数据模型
+
+### 方案概览
+
+建议拆成三层：
+
+1. `collection_tasks`
+   继续作为采集任务表，表示“这次采集任务”。
+
+2. `data_snapshots`
+   新增快照表，表示“某个数据源在某次任务中产出的一个快照批次”。
+
+3. `collected_data`
+   从“当前结果表”升级为“历史事实表”，每一行归属于一个快照。
+
+同时再提供一个“当前视图”：
+
+- SQL View / 物化视图 / API 查询层封装均可
+- 语义是“每个 `source + source_id` 的最新有效记录”
+
+### 新增表：`data_snapshots`
+
+建议字段：
+
+| 字段 | 类型 | 含义 |
+|---|---|---|
+| `id` | bigint PK | 快照主键 |
+| `datasource_id` | int | 对应数据源 |
+| `task_id` | int | 对应采集任务 |
+| `source` | varchar(100) | 数据源名，如 `top500` |
+| `snapshot_key` | varchar(100) | 可选，业务快照标识 |
+| `reference_date` | timestamptz nullable | 这批数据的参考时间 |
+| `started_at` | timestamptz | 快照开始时间 |
+| `completed_at` | timestamptz | 快照完成时间 |
+| `record_count` | int | 快照总记录数 |
+| `status` | varchar(20) | `running/success/failed/partial` |
+| `is_current` | bool | 当前是否是该数据源最新快照 |
+| `parent_snapshot_id` | bigint nullable | 上一版快照，可用于 diff |
+| `summary` | jsonb | 本次快照统计摘要 |
+
+说明：
+
+- `collection_tasks` 偏“执行过程”
+- `data_snapshots` 偏“数据版本”
+- 一个任务通常对应一个快照，但保留分层更清晰
+
+### 升级表：`collected_data`
+
+建议新增字段：
+
+| 字段 | 类型 | 含义 |
+|---|---|---|
+| `snapshot_id` | bigint not null | 归属快照 |
+| `task_id` | int nullable | 归属任务，便于追查 |
+| `entity_key` | varchar(255) | 实体稳定键，通常可由 `source + source_id` 派生 |
+| `is_current` | bool | 当前是否为该实体最新记录 |
+| `previous_record_id` | bigint nullable | 上一个版本的记录 |
+| `change_type` | varchar(20) | `created/updated/unchanged/deleted` |
+| `change_summary` | jsonb | 字段变化摘要 |
+| `deleted_at` | timestamptz nullable | 对应“本次快照中消失”的实体 |
+
+保留现有字段：
+
+- `source`
+- `source_id`
+- `data_type`
+- `name`
+- `title`
+- `description`
+- `country`
+- `city`
+- `latitude`
+- `longitude`
+- `value`
+- `unit`
+- `metadata`
+- `collected_at`
+- `reference_date`
+- `is_valid`
+
+### 当前视图
+
+建议新增一个只读视图：
+
+`current_collected_data`
+
+语义：
+
+- 对每个 `source + source_id` 只保留最新一条 `is_current = true` 且 `deleted_at is null` 的记录
+
+这样：
+
+- 管理后台继续像现在一样查“当前数据”
+- 历史分析查 `collected_data`
+
+## 写入策略
+
+### 触发按钮语义
+
+“触发”不再理解为“覆盖旧表”，而是：
+
+- 启动一次新的采集任务
+- 生成一个新的快照
+- 将本次结果写入历史事实表
+- 再更新当前视图标记
+
+### 写入流程
+
+1. 创建 `collection_tasks` 记录，状态 `running`
+2. 创建 `data_snapshots` 记录，状态 `running`
+3. 采集器拉取原始数据并标准化
+4. 为每条记录生成 `entity_key`
+   - 推荐：`{source}:{source_id}`
+5. 将本次记录批量写入 `collected_data`
+6. 与上一个快照做比对，计算：
+   - 新增
+   - 更新
+   - 未变
+   - 删除
+7. 更新本批记录的：
+   - `change_type`
+   - `previous_record_id`
+   - `is_current`
+8. 将上一批同实体记录的 `is_current` 置为 `false`
+9. 将本次快照未出现但上一版存在的实体标记为 `deleted`
+10. 更新 `data_snapshots.status = success`
+11. 更新 `collection_tasks.status = success`
+
+### 删除语义
+
+这里不建议真的删记录。  
+建议采用“逻辑消失”模型：
+
+- 历史行永远保留
+- 如果某实体在新快照里消失：
+  - 上一条历史记录补一条“删除状态记录”或标记 `change_type = deleted`
+  - 同时该实体不再出现在当前视图
+
+这样最适合态势感知。
+
+## API 改造建议
+
+### 保持现有接口默认行为
+
+现有接口：
+
+- `GET /api/v1/collected`
+- `GET /api/v1/collected/{id}`
+- `GET /api/v1/collected/summary`
+
+建议默认仍返回“当前视图”，避免前端全面重写。
+
+### 新增历史查询能力
+
+建议新增参数或新接口：
+
+#### 1. 当前/历史切换
+
+`GET /api/v1/collected?mode=current|history`
+
+- `current`：默认，查当前视图
+- `history`：查历史事实表
+
+#### 2. 按快照查询
+
+`GET /api/v1/collected?snapshot_id=123`
+
+#### 3. 快照列表
+
+`GET /api/v1/snapshots`
+
+支持筛选：
+
+- `datasource_id`
+- `source`
+- `status`
+- `date_from/date_to`
+
+#### 4. 快照详情
+
+`GET /api/v1/snapshots/{id}`
+
+返回：
+
+- 快照基础信息
+- 统计摘要
+- 与上一版的 diff 摘要
+
+#### 5. 快照 diff
+
+`GET /api/v1/snapshots/{id}/diff?base_snapshot_id=122`
+
+返回：
+
+- `created`
+- `updated`
+- `deleted`
+- `unchanged`
+
+## 前端改造建议
+
+### 1. 数据列表页
+
+默认仍看当前数据，不改用户使用习惯。
+
+建议新增：
+
+- “视图模式”
+  - 当前数据
+  - 历史数据
+- “快照时间”筛选
+- “只看变化项”筛选
+
+### 2. 数据详情页
+
+详情页建议展示：
+
+- 当前记录基础信息
+- 元数据动态字段
+- 所属快照
+- 上一版本对比入口
+- 历史版本时间线
+
+### 3. 数据源管理页
+
+“触发”按钮文案建议改成更准确的：
+
+- `立即采集`
+
+并在详情里补：
+
+- 最近一次快照时间
+- 最近一次快照记录数
+- 最近一次变化数
+
+## 迁移方案
+
+### Phase 1：兼容式落地
+
+目标：先保留当前页面可用。
+
+改动：
+
+1. 新增 `data_snapshots`
+2. 给 `collected_data` 增加：
+   - `snapshot_id`
+   - `task_id`
+   - `entity_key`
+   - `is_current`
+   - `previous_record_id`
+   - `change_type`
+   - `change_summary`
+   - `deleted_at`
+3. 现有数据全部补成一个“初始化快照”
+4. 现有 `/collected` 默认改查当前视图
+
+优点：
+
+- 前端几乎无感
+- 风险最小
+
+### Phase 2：启用差异计算
+
+目标：采集后可知道本次改了什么。
+
+改动：
+
+1. 写入时做新旧快照比对
+2. 写 `change_type`
+3. 生成快照摘要
+
+### Phase 3：前端态势感知能力
+
+目标：支持历史回放和趋势分析。
+
+改动：
+
+1. 快照时间线
+2. 版本 diff 页面
+3. 地图时间回放
+4. 告警和快照关联
+
+## 唯一性与索引建议
+
+### 建议保留的业务唯一性
+
+在“同一个快照内部”，建议唯一：
+
+- `(snapshot_id, source, source_id)`
+
+不要在整张历史表上强加：
+
+- `(source, source_id)` 唯一
+
+因为历史表本来就应该允许同一实体跨快照存在多条版本。
+
+### 建议索引
+
+- `idx_collected_data_snapshot_id`
+- `idx_collected_data_source_source_id`
+- `idx_collected_data_entity_key`
+- `idx_collected_data_is_current`
+- `idx_collected_data_reference_date`
+- `idx_snapshots_source_completed_at`
+
+## 风险点
+
+1. 存储量会明显增加
+   - 需要评估保留周期
+   - 可以考虑冷热分层
+
+2. 写入复杂度上升
+   - 需要批量 upsert / diff 逻辑
+
+3. 当前接口语义会从“表”变成“视图”
+   - 文档必须同步
+
+4. 某些采集器缺稳定 `source_id`
+   - 需要补齐实体稳定键策略
+
+## 对当前项目的具体建议
+
+结合当前代码，推荐这样落地：
+
+### 短期
+
+1. 先设计并落表：
+   - `data_snapshots`
+   - `collected_data` 新字段
+2. 采集完成后每次新增快照
+3. `/api/v1/collected` 默认查 `is_current = true`
+
+### 中期
+
+1. 在 `BaseCollector._save_data()` 中改成：
+   - 生成快照
+   - 批量写历史
+   - 标记当前
+2. 将 `CollectionTask.id` 关联到 `snapshot.task_id`
+
+### 长期
+
+1. 地图接口支持按 `snapshot_id` 查询
+2. 仪表盘支持“最近一次快照变化量”
+3. 告警支持绑定到快照版本
+
+## 最终建议
+
+最终建议采用：
+
+- 历史事实表：保存每次采集结果
+- 当前视图：服务管理后台默认查询
+- 快照表：承载版本批次和 diff 语义
+
+这样既能保留历史，又不会把当前页面全部推翻重做，是最适合后续做态势感知的一条路径。

docs/system-settings-plan.md

@@ -45,3 +45,4 @@
 - 配置页可以查看并修改所有内置采集器的启停与采集频率
 - 调整采集频率后，调度器任务随之更新
 - `/settings` 页面可从主导航进入并正常工作
+

frontend/src/index.css

@@ -231,6 +231,10 @@ body {
   overflow: hidden;
 }
 
+.data-source-tabs .ant-tabs-tabpane-hidden {
+  display: none !important;
+}
+
 .data-source-custom-tab {
   gap: 12px;
 }
@@ -340,6 +344,42 @@ body {
   min-width: 100%;
 }
 
+.table-scroll-region .ant-table-thead > tr > th,
+.table-scroll-region .ant-table-tbody > tr > td {
+  padding: 10px 12px !important;
+}
+
+.table-scroll-region .ant-table-body,
+.table-scroll-region .ant-table-content {
+  scrollbar-width: thin;
+  scrollbar-color: rgba(148, 163, 184, 0.88) transparent;
+}
+
+.table-scroll-region .ant-table-body::-webkit-scrollbar,
+.table-scroll-region .ant-table-content::-webkit-scrollbar {
+  width: 10px;
+  height: 10px;
+}
+
+.table-scroll-region .ant-table-body::-webkit-scrollbar-thumb,
+.table-scroll-region .ant-table-content::-webkit-scrollbar-thumb {
+  background: rgba(148, 163, 184, 0.82);
+  border-radius: 999px;
+  border: 2px solid transparent;
+  background-clip: padding-box;
+}
+
+.table-scroll-region .ant-table-body::-webkit-scrollbar-thumb:hover,
+.table-scroll-region .ant-table-content::-webkit-scrollbar-thumb:hover {
+  background: rgba(100, 116, 139, 0.9);
+  background-clip: padding-box;
+}
+
+.table-scroll-region .ant-table-body::-webkit-scrollbar-track,
+.table-scroll-region .ant-table-content::-webkit-scrollbar-track {
+  background: transparent;
+}
+
 .settings-shell,
 .settings-tabs-shell,
 .settings-tabs,
@@ -377,7 +417,7 @@ body {
   display: none !important;
 }
 
-.settings-tab-panel {
+.settings-pane {
   flex: 1 1 auto;
   min-width: 0;
   min-height: 0;
@@ -427,9 +467,22 @@ body {
   background: transparent;
 }
 
-.settings-table-scroll-region {
+.settings-pane .data-source-table-region .ant-table-container {
+  display: flex;
+  flex-direction: column;
+  height: 100%;
+  min-height: 0;
+}
+
+.settings-pane .data-source-table-region .ant-table-header {
+  flex: 0 0 auto;
+}
+
+.settings-pane .data-source-table-region .ant-table-body {
   flex: 1 1 auto;
-  overflow: hidden;
+  min-height: 0;
+  height: 0 !important;
+  max-height: none !important;
 }
 
 
@@ -490,6 +543,10 @@ body {
   overflow: auto;
 }
 
+.data-list-summary-card-inner {
+  min-height: 100%;
+}
+
 .data-list-right-column {
   min-width: 0;
   min-height: 0;
@@ -499,7 +556,9 @@ body {
 }
 
 .data-list-summary-treemap {
-  min-height: 100%;
+  --data-list-treemap-tile-padding: 12px;
+  --data-list-treemap-label-size: 12px;
+  --data-list-treemap-value-size: 16px;
   display: grid;
   grid-template-columns: repeat(4, minmax(0, 1fr));
   grid-auto-rows: minmax(56px, 1fr);
@@ -512,9 +571,9 @@ body {
   min-height: 0;
   display: flex;
   flex-direction: column;
-  justify-content: space-between;
+  justify-content: flex-start;
-  gap: 8px;
+  gap: 6px;
-  padding: 12px;
+  padding: var(--data-list-treemap-tile-padding);
   border-radius: 16px;
   border: 1px solid rgba(255, 255, 255, 0.55);
   color: #0f172a;
@@ -552,29 +611,36 @@ body {
 .data-list-treemap-head {
   display: flex;
   align-items: center;
-  gap: 8px;
+  gap: 6px;
   min-width: 0;
+  flex: 0 0 auto;
 }
 
 .data-list-treemap-label {
   min-width: 0;
-  font-size: clamp(11px, 0.75vw, 13px);
+  font-size: var(--data-list-treemap-label-size);
   line-height: 1.2;
   color: rgba(15, 23, 42, 0.78);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
 }
 
 .data-list-treemap-body {
   display: flex;
   flex-direction: column;
-  gap: 4px;
+  gap: 2px;
+  margin-top: auto;
+  min-height: 0;
+  flex: 0 0 auto;
 }
 
 .data-list-summary-tile-icon {
   display: inline-flex;
   align-items: center;
   justify-content: center;
-  width: 24px;
+  width: 22px;
-  height: 24px;
+  height: 22px;
   border-radius: 8px;
   background: rgba(255, 255, 255, 0.55);
   color: #0f172a;
@@ -582,9 +648,12 @@ body {
 }
 
 .data-list-summary-tile-value {
-  font-size: clamp(12px, 1vw, 16px);
+  font-size: var(--data-list-treemap-value-size);
   line-height: 1.1;
   color: #0f172a;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
 }
 
 .data-list-treemap-meta {
@@ -611,7 +680,7 @@ body {
   display: flex;
   flex-wrap: nowrap;
   gap: 10px;
-  align-items: center;
+  align-items: flex-start;
 }
 
 .data-list-filter-grid--balanced > * {
@@ -687,6 +756,46 @@ body {
   margin: 12px 0 0;
 }
 
+.data-list-name-link {
+  max-width: 100%;
+  display: inline-flex;
+  align-items: center;
+  justify-content: flex-start;
+  padding-inline: 0 !important;
+}
+
+.data-list-name-marquee {
+  display: block;
+  max-width: 100%;
+  overflow: hidden;
+  white-space: nowrap;
+}
+
+.data-list-name-marquee--overflow {
+  width: 100%;
+}
+
+.data-list-name-marquee__text {
+  display: inline-block;
+  max-width: 100%;
+  white-space: nowrap;
+  transform: translateX(0);
+  will-change: transform;
+}
+
+.data-list-name-link:hover .data-list-name-marquee--overflow .data-list-name-marquee__text {
+  animation: data-list-name-marquee 8s linear infinite;
+}
+
+@keyframes data-list-name-marquee {
+  from {
+    transform: translateX(0);
+  }
+  to {
+    transform: translateX(-100%);
+  }
+}
+
 .data-list-resize-handle {
   position: relative;
   display: flex;
@@ -807,3 +916,172 @@ body {
   }
 
 }
+
+.data-list-detail-modal {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+.data-list-detail-section {
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+  min-width: 0;
+}
+
+.data-list-detail-section__title {
+  font-size: 14px;
+}
+
+.data-list-detail-hero {
+  padding: 14px 16px;
+  border-radius: 12px;
+  background: #f7f8fa;
+  border: 1px solid #eef1f5;
+}
+
+.data-list-detail-hero__label {
+  display: block;
+  margin-bottom: 6px;
+  color: #6b7280;
+  font-size: 12px;
+}
+
+.data-list-detail-hero__title.ant-typography {
+  margin: 0;
+  overflow-wrap: anywhere;
+}
+
+.data-list-detail-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(240px, 1fr));
+  gap: 12px;
+}
+
+.data-list-detail-cell {
+  min-width: 0;
+  padding: 12px 14px;
+  border-radius: 12px;
+  border: 1px solid #eef1f5;
+  background: #fff;
+}
+
+.data-list-detail-cell--block {
+  grid-column: 1 / -1;
+}
+
+.data-list-detail-cell__label {
+  display: block;
+  margin-bottom: 8px;
+  color: #6b7280;
+  font-size: 12px;
+}
+
+.data-list-detail-cell__value {
+  color: #111827;
+  line-height: 1.6;
+  white-space: pre-wrap;
+  overflow-wrap: anywhere;
+  word-break: break-word;
+}
+
+.data-list-detail-code {
+  margin: 0;
+  padding: 12px;
+  max-height: 240px;
+  overflow: auto;
+  border-radius: 10px;
+  background: #111827;
+  color: #e5eef9;
+  font-size: 12px;
+  line-height: 1.6;
+  white-space: pre-wrap;
+  overflow-wrap: anywhere;
+  word-break: break-word;
+}
+
+.data-list-detail-code--raw {
+  max-height: 320px;
+}
+
+.data-list-tag-cell {
+  min-width: 140px;
+}
+
+.data-list-tag-cell .ant-tag {
+  display: inline-block;
+  max-width: 100%;
+  white-space: normal;
+  overflow-wrap: anywhere;
+  word-break: break-word;
+  line-height: 1.4;
+}
+
+.data-list-filter-select {
+  max-width: 220px;
+}
+
+.data-list-filter-select .ant-select-selector {
+  height: auto !important;
+  min-height: 32px;
+  max-height: 72px;
+  align-items: flex-start !important;
+  overflow-y: auto;
+  overflow-x: hidden;
+  scrollbar-width: thin;
+}
+
+.data-list-filter-select .ant-select-selection-overflow {
+  flex-wrap: wrap !important;
+}
+
+.data-list-filter-select .ant-select-selection-overflow-item {
+  max-width: 100%;
+}
+
+.data-list-filter-select .ant-select-selection-item {
+  max-width: 100%;
+}
+
+.dashboard-page {
+  display: flex;
+  flex-direction: column;
+  gap: 16px;
+}
+
+.dashboard-page__header {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  gap: 12px;
+  flex-wrap: wrap;
+}
+
+.dashboard-page__actions {
+  align-items: center;
+}
+
+.dashboard-status-tag {
+  margin-inline-end: 0 !important;
+  padding-inline: 10px;
+  border-radius: 999px;
+  line-height: 24px;
+}
+
+.dashboard-refresh-button.ant-btn {
+  height: 26px;
+  padding-inline: 12px;
+  border-radius: 999px;
+  border-color: #d9d9d9;
+  background: #ffffff;
+  color: rgba(0, 0, 0, 0.88);
+  box-shadow: none;
+}
+
+.dashboard-refresh-button.ant-btn:hover,
+.dashboard-refresh-button.ant-btn:focus {
+  border-color: #bfbfbf;
+  background: #ffffff;
+  color: rgba(0, 0, 0, 0.88);
+}

frontend/src/main.tsx

@@ -14,7 +14,7 @@ ReactDOM.createRoot(document.getElementById('root')!).render(
         },
       }}
     >
-      <BrowserRouter>
+      <BrowserRouter future={{ v7_startTransition: true, v7_relativeSplatPath: true }}>
         <App />
       </BrowserRouter>
     </ConfigProvider>

frontend/src/pages/Dashboard/Dashboard.tsx

@@ -122,19 +122,19 @@ function Dashboard() {
 
   return (
     <AppLayout>
-      <div style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
+      <div className="dashboard-page">
-        <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'flex-start', gap: 12, flexWrap: 'wrap' }}>
+        <div className="dashboard-page__header">
           <div>
             <Title level={4} style={{ margin: 0 }}>仪表盘</Title>
             <Text type="secondary">系统总览与实时态势</Text>
           </div>
-          <Space wrap>
+          <Space wrap className="dashboard-page__actions">
             {wsConnected ? (
-              <Tag icon={<WifiOutlined />} color="success">实时连接</Tag>
+              <Tag className="dashboard-status-tag" icon={<WifiOutlined />} color="success">实时连接</Tag>
             ) : (
-              <Tag icon={<DisconnectOutlined />} color="default">离线</Tag>
+              <Tag className="dashboard-status-tag" icon={<DisconnectOutlined />} color="default">离线</Tag>
             )}
-            <Button type="default" icon={<ReloadOutlined />} onClick={handleRetry}>刷新</Button>
+            <Button className="dashboard-refresh-button" icon={<ReloadOutlined />} onClick={handleRetry}>刷新</Button>
           </Space>
         </div>
 
@@ -188,7 +188,7 @@ function Dashboard() {
         {stats?.last_updated && (
           <div style={{ textAlign: 'center', color: '#8c8c8c' }}>
             最后更新: {new Date(stats.last_updated).toLocaleString('zh-CN')}
-            {wsConnected && <Tag color="green" style={{ marginLeft: 8 }}>实时同步中</Tag>}
+            {wsConnected && <Tag className="dashboard-status-tag" color="green" style={{ marginLeft: 8 }}>实时同步中</Tag>}
           </div>
         )}
       </div>

frontend/src/pages/DataList/DataList.tsx

@@ -1,9 +1,10 @@
-import { useEffect, useMemo, useRef, useState } from 'react'
+import { useEffect, useLayoutEffect, useMemo, useRef, useState, type CSSProperties } from 'react'
 import {
   Table, Tag, Space, Card, Select, Input, Button,
-  Modal, Descriptions, Spin, Empty, Tooltip, Typography, Grid
+  Modal, Spin, Empty, Tooltip, Typography, Grid
 } from 'antd'
 import type { ColumnsType } from 'antd/es/table'
+import type { CustomTagProps } from 'rc-select/lib/BaseSelect'
 import {
   DatabaseOutlined, GlobalOutlined, CloudServerOutlined,
   AppstoreOutlined, EyeOutlined, SearchOutlined, FilterOutlined, ReloadOutlined
@@ -28,6 +29,10 @@ interface CollectedData {
   longitude: string | null
   value: string | null
   unit: string | null
+  cores: string | null
+  rmax: string | null
+  rpeak: string | null
+  power: string | null
   metadata: Record<string, any> | null
   collected_at: string
   reference_date: string | null
@@ -40,6 +45,183 @@ interface Summary {
   source_totals: Array<{ source: string; count: number }>
 }
 
+const DETAIL_FIELD_LABELS: Record<string, string> = {
+  id: 'ID',
+  source: '数据源',
+  source_id: '原始ID',
+  data_type: '数据类型',
+  name: '名称',
+  title: '标题',
+  description: '描述',
+  country: '国家',
+  city: '城市',
+  latitude: '纬度',
+  longitude: '经度',
+  value: '数值',
+  unit: '单位',
+  collected_at: '采集时间',
+  reference_date: '参考日期',
+  is_valid: '有效状态',
+  rank: '排名',
+  cores: '核心数量',
+  rmax: '实际最大算力',
+  rpeak: '理论算力',
+  power: '功耗',
+  manufacturer: '厂商',
+  site: '站点',
+  processor: '处理器',
+  interconnect: '互连',
+  installation_year: '安装年份',
+  nmax: 'Nmax',
+  hpcg: 'HPCG',
+  power_measurement_level: '功耗测量等级',
+  operating_system: '操作系统',
+  compiler: '编译器',
+  math_library: '数学库',
+  mpi: 'MPI',
+  raw_country: '原始国家值',
+  country_validation: '国家校验',
+}
+
+const DETAIL_BASE_FIELDS = [
+  'source',
+  'data_type',
+  'source_id',
+  'country',
+  'city',
+  'collected_at',
+  'reference_date',
+]
+
+function formatFieldLabel(key: string) {
+  if (DETAIL_FIELD_LABELS[key]) {
+    return DETAIL_FIELD_LABELS[key]
+  }
+
+  return key
+    .split('_')
+    .filter(Boolean)
+    .map((part) => part.charAt(0).toUpperCase() + part.slice(1))
+    .join(' ')
+}
+
+function formatDetailValue(key: string, value: unknown) {
+  if (value === null || value === undefined || value === '') {
+    return '-'
+  }
+
+  if (key === 'collected_at' || key === 'reference_date') {
+    const date = new Date(String(value))
+    return Number.isNaN(date.getTime())
+      ? String(value)
+      : key === 'reference_date'
+        ? date.toLocaleDateString('zh-CN')
+        : date.toLocaleString('zh-CN')
+  }
+
+  if (typeof value === 'boolean') {
+    return value ? '是' : '否'
+  }
+
+  if (typeof value === 'object') {
+    return JSON.stringify(value, null, 2)
+  }
+
+  return String(value)
+}
+
+function NameMarquee({ text }: { text: string }) {
+  const containerRef = useRef<HTMLSpanElement | null>(null)
+  const textRef = useRef<HTMLSpanElement | null>(null)
+  const [overflowing, setOverflowing] = useState(false)
+
+  useLayoutEffect(() => {
+    const updateOverflow = () => {
+      const container = containerRef.current
+      const content = textRef.current
+      if (!container || !content) return
+      setOverflowing(content.scrollWidth > container.clientWidth + 1)
+    }
+
+    updateOverflow()
+
+    if (typeof ResizeObserver === 'undefined') {
+      return undefined
+    }
+
+    const observer = new ResizeObserver(updateOverflow)
+    if (containerRef.current) observer.observe(containerRef.current)
+    if (textRef.current) observer.observe(textRef.current)
+
+    return () => observer.disconnect()
+  }, [text])
+
+  return (
+    <span
+      ref={containerRef}
+      className={`data-list-name-marquee${overflowing ? ' data-list-name-marquee--overflow' : ''}`}
+    >
+      <span ref={textRef} className="data-list-name-marquee__text">
+        {text}
+      </span>
+    </span>
+  )
+}
+
+function estimateTreemapRows(
+  items: Array<{ colSpan: number; rowSpan: number }>,
+  columns: number
+): number {
+  const occupancy: boolean[][] = []
+
+  const ensureRow = (rowIndex: number) => {
+    while (occupancy.length <= rowIndex) {
+      occupancy.push(Array(columns).fill(false))
+    }
+  }
+
+  for (const item of items) {
+    let placed = false
+    let rowIndex = 0
+
+    while (!placed) {
+      ensureRow(rowIndex)
+
+      for (let columnIndex = 0; columnIndex <= columns - item.colSpan; columnIndex += 1) {
+        let canPlace = true
+
+        for (let rowOffset = 0; rowOffset < item.rowSpan; rowOffset += 1) {
+          ensureRow(rowIndex + rowOffset)
+
+          for (let columnOffset = 0; columnOffset < item.colSpan; columnOffset += 1) {
+            if (occupancy[rowIndex + rowOffset][columnIndex + columnOffset]) {
+              canPlace = false
+              break
+            }
+          }
+
+          if (!canPlace) break
+        }
+
+        if (!canPlace) continue
+
+        for (let rowOffset = 0; rowOffset < item.rowSpan; rowOffset += 1) {
+          for (let columnOffset = 0; columnOffset < item.colSpan; columnOffset += 1) {
+            occupancy[rowIndex + rowOffset][columnIndex + columnOffset] = true
+          }
+        }
+
+        placed = true
+        break
+      }
+
+      rowIndex += 1
+    }
+  }
+
+  return Math.max(occupancy.length, 1)
+}
+
 function DataList() {
   const screens = useBreakpoint()
   const isCompact = !screens.lg
@@ -48,6 +230,7 @@ function DataList() {
   const mainAreaRef = useRef<HTMLDivElement | null>(null)
   const rightColumnRef = useRef<HTMLDivElement | null>(null)
   const tableHeaderRef = useRef<HTMLDivElement | null>(null)
+  const summaryBodyRef = useRef<HTMLDivElement | null>(null)
   const hasCustomLeftWidthRef = useRef(false)
 
   const [mainAreaWidth, setMainAreaWidth] = useState(0)
@@ -55,6 +238,7 @@ function DataList() {
   const [rightColumnHeight, setRightColumnHeight] = useState(0)
   const [tableHeaderHeight, setTableHeaderHeight] = useState(0)
   const [leftPanelWidth, setLeftPanelWidth] = useState(360)
+  const [summaryBodyHeight, setSummaryBodyHeight] = useState(0)
 
   const [data, setData] = useState<CollectedData[]>([])
   const [loading, setLoading] = useState(false)
@@ -62,13 +246,11 @@ function DataList() {
   const [total, setTotal] = useState(0)
   const [page, setPage] = useState(1)
   const [pageSize, setPageSize] = useState(20)
-  const [sourceFilter, setSourceFilter] = useState<string | undefined>()
+  const [sourceFilter, setSourceFilter] = useState<string[]>([])
-  const [typeFilter, setTypeFilter] = useState<string | undefined>()
+  const [typeFilter, setTypeFilter] = useState<string[]>([])
-  const [countryFilter, setCountryFilter] = useState<string | undefined>()
   const [searchText, setSearchText] = useState('')
   const [sources, setSources] = useState<string[]>([])
   const [types, setTypes] = useState<string[]>([])
-  const [countries, setCountries] = useState<string[]>([])
   const [detailVisible, setDetailVisible] = useState(false)
   const [detailData, setDetailData] = useState<CollectedData | null>(null)
   const [detailLoading, setDetailLoading] = useState(false)
@@ -79,6 +261,7 @@ function DataList() {
       setMainAreaHeight(mainAreaRef.current?.offsetHeight || 0)
       setRightColumnHeight(rightColumnRef.current?.offsetHeight || 0)
       setTableHeaderHeight(tableHeaderRef.current?.offsetHeight || 0)
+      setSummaryBodyHeight(summaryBodyRef.current?.offsetHeight || 0)
     }
 
     updateLayout()
@@ -93,6 +276,7 @@ function DataList() {
     if (mainAreaRef.current) observer.observe(mainAreaRef.current)
     if (rightColumnRef.current) observer.observe(rightColumnRef.current)
     if (tableHeaderRef.current) observer.observe(tableHeaderRef.current)
+    if (summaryBodyRef.current) observer.observe(summaryBodyRef.current)
 
     return () => observer.disconnect()
   }, [isCompact])
@@ -147,9 +331,8 @@ function DataList() {
         page: page.toString(),
         page_size: pageSize.toString(),
       })
-      if (sourceFilter) params.append('source', sourceFilter)
+      if (sourceFilter.length > 0) params.append('source', sourceFilter.join(','))
-      if (typeFilter) params.append('data_type', typeFilter)
+      if (typeFilter.length > 0) params.append('data_type', typeFilter.join(','))
-      if (countryFilter) params.append('country', countryFilter)
       if (searchText) params.append('search', searchText)
 
       const res = await axios.get(`/api/v1/collected?${params}`)
@@ -173,14 +356,12 @@ function DataList() {
 
   const fetchFilters = async () => {
     try {
-      const [sourcesRes, typesRes, countriesRes] = await Promise.all([
+      const [sourcesRes, typesRes] = await Promise.all([
         axios.get('/api/v1/collected/sources'),
         axios.get('/api/v1/collected/types'),
-        axios.get('/api/v1/collected/countries'),
       ])
       setSources(sourcesRes.data.sources || [])
       setTypes(typesRes.data.data_types || [])
-      setCountries(countriesRes.data.countries || [])
     } catch (error) {
       console.error('Failed to fetch filters:', error)
     }
@@ -193,7 +374,7 @@ function DataList() {
 
   useEffect(() => {
     fetchData()
-  }, [page, pageSize, sourceFilter, typeFilter, countryFilter])
+  }, [page, pageSize, sourceFilter, typeFilter])
 
   const handleSearch = () => {
     setPage(1)
@@ -201,9 +382,8 @@ function DataList() {
   }
 
   const handleReset = () => {
-    setSourceFilter(undefined)
+    setSourceFilter([])
-    setTypeFilter(undefined)
+    setTypeFilter([])
-    setCountryFilter(undefined)
     setSearchText('')
     setPage(1)
     setTimeout(fetchData, 0)
@@ -234,6 +414,47 @@ function DataList() {
     return iconMap[source] || <DatabaseOutlined />
   }
 
+  const getSourceTagColor = (source: string) => {
+    const colorMap: Record<string, string> = {
+      top500: 'geekblue',
+      huggingface_models: 'purple',
+      huggingface_datasets: 'cyan',
+      huggingface_spaces: 'magenta',
+      telegeography_cables: 'green',
+      epoch_ai_gpu: 'volcano',
+    }
+    return colorMap[source] || 'blue'
+  }
+
+  const getDataTypeTagColor = (dataType: string) => {
+    const colorMap: Record<string, string> = {
+      supercomputer: 'geekblue',
+      model: 'purple',
+      dataset: 'cyan',
+      space: 'magenta',
+      submarine_cable: 'green',
+      cable_landing_point: 'lime',
+      cable_landing_relation: 'gold',
+      gpu_cluster: 'volcano',
+      generic: 'default',
+    }
+    return colorMap[dataType] || 'default'
+  }
+
+  const renderFilterTag = (tagProps: CustomTagProps, getColor: (value: string) => string) => {
+    const { label, value, closable, onClose } = tagProps
+    return (
+      <Tag
+        color={getColor(String(value))}
+        closable={closable}
+        onClose={onClose}
+        style={{ marginInlineEnd: 4 }}
+      >
+        {label}
+      </Tag>
+    )
+  }
+
   const getTypeColor = (type: string) => {
     const colors: Record<string, string> = {
       supercomputer: 'red',
@@ -250,8 +471,8 @@ function DataList() {
   }
 
   const activeFilterCount = useMemo(
-    () => [sourceFilter, typeFilter, countryFilter, searchText.trim()].filter(Boolean).length,
+    () => [sourceFilter.length > 0, typeFilter.length > 0, searchText.trim()].filter(Boolean).length,
-    [sourceFilter, typeFilter, countryFilter, searchText]
+    [sourceFilter, typeFilter, searchText]
   )
 
   const summaryItems = useMemo(() => {
@@ -281,30 +502,24 @@ function DataList() {
     return 4
   }, [isCompact, leftPanelWidth])
 
-  const treemapRowHeight = useMemo(() => {
-    if (isCompact) return 88
-    if (leftPanelWidth < 360) return 44
-    if (leftPanelWidth < 520) return 48
-    return 56
-  }, [isCompact, leftPanelWidth])
-
   const treemapItems = useMemo(() => {
     const palette = ['ocean', 'sky', 'mint', 'amber', 'rose', 'violet', 'slate']
     const maxValue = Math.max(...summaryItems.map((item) => item.value), 1)
-    const allowTallTiles = !isCompact && leftPanelWidth >= 520
+    const allowFeaturedTile = !isCompact && treemapColumns > 1 && summaryItems.length > 2
+    const allowSecondaryTallTiles = !isCompact && leftPanelWidth >= 520
 
     return summaryItems.map((item, index) => {
       const ratio = item.value / maxValue
       let colSpan = 1
       let rowSpan = 1
 
-      if (allowTallTiles && index === 0) {
+      if (allowFeaturedTile && index === 0) {
         colSpan = Math.min(2, treemapColumns)
         rowSpan = 2
-      } else if (allowTallTiles && ratio >= 0.7) {
+      } else if (allowSecondaryTallTiles && ratio >= 0.7) {
         colSpan = Math.min(2, treemapColumns)
         rowSpan = 2
-      } else if (allowTallTiles && ratio >= 0.35) {
+      } else if (allowSecondaryTallTiles && ratio >= 0.35) {
         rowSpan = 2
       }
 
@@ -317,27 +532,70 @@ function DataList() {
     })
   }, [summaryItems, isCompact, leftPanelWidth, treemapColumns])
 
+  const treemapRows = useMemo(
+    () => estimateTreemapRows(treemapItems, treemapColumns),
+    [treemapColumns, treemapItems]
+  )
+
+  const treemapGap = isCompact ? 8 : 10
+  const treemapMinRowHeight = isCompact ? 88 : 68
+  const treemapTargetRowHeight = isCompact ? 88 : leftPanelWidth < 360 ? 44 : leftPanelWidth < 520 ? 48 : 56
+  const treemapAvailableHeight = Math.max(summaryBodyHeight, 0)
+  const treemapAutoRowHeight = treemapRows > 0
+    ? Math.floor((treemapAvailableHeight - Math.max(0, treemapRows - 1) * treemapGap) / treemapRows)
+    : treemapTargetRowHeight
+  const treemapRowHeight = Math.max(
+    treemapMinRowHeight,
+    Math.min(treemapTargetRowHeight, treemapAutoRowHeight || treemapTargetRowHeight)
+  )
+  const treemapContentHeight = treemapRows * treemapRowHeight + Math.max(0, treemapRows - 1) * treemapGap
+  const treemapTilePadding = treemapRowHeight <= 72 ? 8 : treemapRowHeight <= 84 ? 10 : 12
+  const treemapLabelSize = treemapRowHeight <= 72 ? 10 : treemapRowHeight <= 84 ? 11 : 12
+  const treemapValueSize = treemapRowHeight <= 72 ? 13 : treemapRowHeight <= 84 ? 15 : 16
+
   const pageHeight = '100%'
   const desktopTableHeight = rightColumnHeight - tableHeaderHeight - 132
   const compactTableHeight = mainAreaHeight - tableHeaderHeight - 156
   const tableHeight = Math.max(180, isCompact ? compactTableHeight : desktopTableHeight)
 
+  const detailBaseItems = useMemo(() => {
+    if (!detailData) return []
+
+    return DETAIL_BASE_FIELDS.map((key) => ({
+      key,
+      label: formatFieldLabel(key),
+      value: formatDetailValue(key, detailData[key as keyof CollectedData]),
+    })).filter((item) => item.value !== '-')
+  }, [detailData])
+
+  const detailMetadataItems = useMemo(() => {
+    if (!detailData?.metadata) return []
+
+    return Object.entries(detailData.metadata)
+      .filter(([key]) => key !== '_detail_url')
+      .map(([key, value]) => ({
+        key,
+        label: formatFieldLabel(key),
+        value: formatDetailValue(key, value),
+        isBlock: typeof value === 'object' && value !== null,
+      }))
+  }, [detailData])
+
   const splitLayoutStyle = isCompact
     ? undefined
     : { gridTemplateColumns: `${leftPanelWidth}px 12px minmax(0, 1fr)` }
 
   const columns: ColumnsType<CollectedData> = [
-    { title: 'ID', dataIndex: 'id', key: 'id', width: 80 },
     {
       title: '名称',
       dataIndex: 'name',
       key: 'name',
-      width: 280,
+      width: 320,
       ellipsis: true,
       render: (name: string, record: CollectedData) => (
         <Tooltip title={name}>
-          <Button type="link" onClick={() => handleViewDetail(record.id)}>
+          <Button type="link" className="data-list-name-link" onClick={() => handleViewDetail(record.id)}>
-            {name}
+            <NameMarquee text={name} />
           </Button>
         </Tooltip>
       ),
@@ -346,23 +604,31 @@ function DataList() {
       title: '数据源',
       dataIndex: 'source',
       key: 'source',
-      width: 170,
+      minWidth: 140,
-      render: (source: string) => <Tag icon={getSourceIcon(source)}>{source}</Tag>,
+      render: (value: string) => (
+        value ? (
+          <div className="data-list-tag-cell">
+            <Tag color={getSourceTagColor(value)} style={{ marginInlineEnd: 0 }}>
+              {value}
+            </Tag>
+          </div>
+        ) : '-'
+      ),
     },
     {
-      title: '类型',
+      title: '数据类型',
       dataIndex: 'data_type',
       key: 'data_type',
-      width: 120,
+      minWidth: 140,
-      render: (type: string) => <Tag color={getTypeColor(type)}>{type}</Tag>,
+      render: (value: string) => (
-    },
+        value ? (
-    { title: '国家/地区', dataIndex: 'country', key: 'country', width: 130, ellipsis: true },
+          <div className="data-list-tag-cell">
-    {
+            <Tag color={getDataTypeTagColor(value)} style={{ marginInlineEnd: 0 }}>
-      title: '数值',
+              {value}
-      dataIndex: 'value',
+            </Tag>
-      key: 'value',
+          </div>
-      width: 140,
+        ) : '-'
-      render: (value: string | null, record: CollectedData) => (value ? `${value} ${record.unit || ''}` : '-'),
+      ),
     },
     {
       title: '采集时间',
@@ -371,6 +637,13 @@ function DataList() {
       width: 180,
       render: (time: string) => new Date(time).toLocaleString('zh-CN'),
     },
+    {
+      title: '参考日期',
+      dataIndex: 'reference_date',
+      key: 'reference_date',
+      width: 120,
+      render: (time: string | null) => (time ? new Date(time).toLocaleDateString('zh-CN') : '-'),
+    },
     {
       title: '操作',
       key: 'action',
@@ -406,14 +679,21 @@ function DataList() {
               className="data-list-summary-card data-list-summary-card--panel"
               title="数据概览"
               size="small"
-              bodyStyle={{ padding: isCompact ? 12 : 16 }}
+              styles={{ body: { padding: isCompact ? 12 : 16 } }}
             >
+              <div ref={summaryBodyRef} className="data-list-summary-card-inner">
               <div
                 className="data-list-summary-treemap"
                 style={{
                   gridTemplateColumns: `repeat(${treemapColumns}, minmax(0, 1fr))`,
-                  gridAutoRows: `minmax(${treemapRowHeight}px, 1fr)`,
+                  gridAutoRows: `${treemapRowHeight}px`,
-                }}
+                  gap: treemapGap,
+                  minHeight: treemapAvailableHeight > 0 ? Math.min(treemapContentHeight, treemapAvailableHeight) : undefined,
+                  height: treemapContentHeight,
+                  ['--data-list-treemap-tile-padding' as '--data-list-treemap-tile-padding']: `${treemapTilePadding}px`,
+                  ['--data-list-treemap-label-size' as '--data-list-treemap-label-size']: `${treemapLabelSize}px`,
+                  ['--data-list-treemap-value-size' as '--data-list-treemap-value-size']: `${treemapValueSize}px`,
+                } as CSSProperties}
               >
                 {treemapItems.map((item) => (
                   <div
@@ -436,6 +716,7 @@ function DataList() {
                   </div>
                 ))}
               </div>
+              </div>
             </Card>
 
             {!isCompact && (
@@ -449,7 +730,7 @@ function DataList() {
             )}
 
             <div ref={rightColumnRef} className="data-list-right-column">
-              <Card className="data-list-table-shell" bodyStyle={{ padding: 0 }}>
+              <Card className="data-list-table-shell" styles={{ body: { padding: 0 } }}>
                 <div ref={tableHeaderRef} className="data-list-table-header data-list-table-header--with-filters">
                   <div className="data-list-table-header-main">
                     <Space size={8} wrap>
@@ -468,6 +749,7 @@ function DataList() {
                     <Select
                       size="middle"
                       placeholder="数据源"
+                      mode="multiple"
                       allowClear
                       value={sourceFilter}
                       onChange={(value) => {
@@ -475,11 +757,14 @@ function DataList() {
                         setPage(1)
                       }}
                       options={sources.map((source) => ({ label: source, value: source }))}
+                      tagRender={(tagProps) => renderFilterTag(tagProps, getSourceTagColor)}
                       style={{ width: '100%' }}
+                      className="data-list-filter-select"
                     />
                     <Select
                       size="middle"
                       placeholder="数据类型"
+                      mode="multiple"
                       allowClear
                       value={typeFilter}
                       onChange={(value) => {
@@ -487,23 +772,13 @@ function DataList() {
                         setPage(1)
                       }}
                       options={types.map((type) => ({ label: type, value: type }))}
+                      tagRender={(tagProps) => renderFilterTag(tagProps, getDataTypeTagColor)}
                       style={{ width: '100%' }}
-                    />
+                      className="data-list-filter-select"
-                    <Select
-                      size="middle"
-                      placeholder="国家"
-                      allowClear
-                      value={countryFilter}
-                      onChange={(value) => {
-                        setCountryFilter(value)
-                        setPage(1)
-                      }}
-                      options={countries.map((country) => ({ label: country, value: country }))}
-                      style={{ width: '100%' }}
                     />
                     <Input
                       size="middle"
-                      placeholder="搜索名称"
+                      placeholder="搜索名称、描述、元数据等"
                       value={searchText}
                       onChange={(event) => setSearchText(event.target.value)}
                       onPressEnter={handleSearch}
@@ -516,9 +791,8 @@ function DataList() {
                     dataSource={data}
                     rowKey="id"
                     loading={loading}
-                    virtual
                     scroll={{ x: 'max-content', y: tableHeight }}
-                    tableLayout="fixed"
+                    tableLayout="auto"
                     size={isCompact ? 'small' : 'middle'}
                     pagination={{
                       current: page,
@@ -548,38 +822,65 @@ function DataList() {
             关闭
           </Button>,
         ]}
-        width={700}
+        width={880}
       >
         {detailLoading ? (
           <div style={{ textAlign: 'center', padding: 40 }}>
             <Spin size="large" />
           </div>
         ) : detailData ? (
-          <Descriptions column={2} bordered>
+          <div className="data-list-detail-modal">
-            <Descriptions.Item label="ID">{detailData.id}</Descriptions.Item>
+            <section className="data-list-detail-section">
-            <Descriptions.Item label="数据源">{detailData.source}</Descriptions.Item>
+              <div className="data-list-detail-hero">
-            <Descriptions.Item label="数据类型">{detailData.data_type}</Descriptions.Item>
+                <Text className="data-list-detail-hero__label">名称</Text>
-            <Descriptions.Item label="原始ID">{detailData.source_id || '-'}</Descriptions.Item>
+                <Title level={5} className="data-list-detail-hero__title">
-            <Descriptions.Item label="名称" span={2}>{detailData.name}</Descriptions.Item>
+                  {detailData.name || '-'}
-            <Descriptions.Item label="标题" span={2}>{detailData.title || '-'}</Descriptions.Item>
+                </Title>
-            <Descriptions.Item label="描述" span={2}>{detailData.description || '-'}</Descriptions.Item>
+              </div>
-            <Descriptions.Item label="国家">{detailData.country || '-'}</Descriptions.Item>
+            </section>
-            <Descriptions.Item label="城市">{detailData.city || '-'}</Descriptions.Item>
+
-            <Descriptions.Item label="经度">{detailData.longitude || '-'}</Descriptions.Item>
+            {detailBaseItems.length > 0 && (
-            <Descriptions.Item label="纬度">{detailData.latitude || '-'}</Descriptions.Item>
+              <section className="data-list-detail-section">
-            <Descriptions.Item label="数值">{detailData.value} {detailData.unit || ''}</Descriptions.Item>
+                <Text strong className="data-list-detail-section__title">基础信息</Text>
-            <Descriptions.Item label="采集时间">
+                <div className="data-list-detail-grid">
-              {new Date(detailData.collected_at).toLocaleString('zh-CN')}
+                  {detailBaseItems.map((item) => (
-            </Descriptions.Item>
+                    <div key={item.key} className="data-list-detail-cell">
-            <Descriptions.Item label="参考日期">
+                      <Text className="data-list-detail-cell__label">{item.label}</Text>
-              {detailData.reference_date ? new Date(detailData.reference_date).toLocaleDateString('zh-CN') : '-'}
+                      <div className="data-list-detail-cell__value">{item.value}</div>
-            </Descriptions.Item>
+                    </div>
-            <Descriptions.Item label="元数据" span={2}>
+                  ))}
-              <pre style={{ margin: 0, maxHeight: 200, overflow: 'auto' }}>
+                </div>
+              </section>
+            )}
+
+            {detailMetadataItems.length > 0 && (
+              <section className="data-list-detail-section">
+                <Text strong className="data-list-detail-section__title">扩展字段</Text>
+                <div className="data-list-detail-grid">
+                  {detailMetadataItems.map((item) => (
+                    <div
+                      key={item.key}
+                      className={`data-list-detail-cell${item.isBlock ? ' data-list-detail-cell--block' : ''}`}
+                    >
+                      <Text className="data-list-detail-cell__label">{item.label}</Text>
+                      {item.isBlock ? (
+                        <pre className="data-list-detail-code">{item.value}</pre>
+                      ) : (
+                        <div className="data-list-detail-cell__value">{item.value}</div>
+                      )}
+                    </div>
+                  ))}
+                </div>
+              </section>
+            )}
+
+            <section className="data-list-detail-section">
+              <Text strong className="data-list-detail-section__title">原始元数据</Text>
+              <pre className="data-list-detail-code data-list-detail-code--raw">
                 {JSON.stringify(detailData.metadata || {}, null, 2)}
               </pre>
-            </Descriptions.Item>
+            </section>
-          </Descriptions>
+          </div>
         ) : (
           <Empty description="暂无数据" />
         )}

frontend/src/pages/DataSources/DataSources.tsx

@@ -7,7 +7,7 @@ import {
   PlayCircleOutlined, PauseCircleOutlined, PlusOutlined,
   EditOutlined, DeleteOutlined, ApiOutlined,
   CheckCircleOutlined, CloseCircleOutlined, ExperimentOutlined,
-  SyncOutlined, ClearOutlined
+  SyncOutlined, ClearOutlined, CopyOutlined
 } from '@ant-design/icons'
 import axios from 'axios'
 import AppLayout from '../../components/AppLayout/AppLayout'
@@ -18,16 +18,28 @@ interface BuiltInDataSource {
   module: string
   priority: string
   frequency: string
+  endpoint?: string
   is_active: boolean
   collector_class: string
   last_run: string | null
   is_running: boolean
   task_id: number | null
   progress: number | null
+  phase?: string | null
   records_processed: number | null
   total_records: number | null
 }
 
+interface TaskTrackerState {
+  task_id: number | null
+  is_running: boolean
+  progress: number
+  phase: string | null
+  status?: string | null
+  records_processed?: number | null
+  total_records?: number | null
+}
+
 interface CustomDataSource {
   id: number
   name: string
@@ -89,7 +101,7 @@ function DataSources() {
     }
   }
 
-  const [taskProgress, setTaskProgress] = useState<Record<number, { progress: number; is_running: boolean }>>({})
+  const [taskProgress, setTaskProgress] = useState<Record<number, TaskTrackerState>>({})
 
   useEffect(() => {
     fetchData()
@@ -118,80 +130,85 @@ function DataSources() {
   }, [activeTab, builtInSources.length, customSources.length])
 
   useEffect(() => {
-    const runningSources = builtInSources.filter(s => s.is_running)
+    const trackedSources = builtInSources.filter((source) => {
-    if (runningSources.length === 0) return
+      const trackedTask = taskProgress[source.id]
+      return Boolean((trackedTask?.task_id ?? source.task_id) && (trackedTask?.is_running ?? source.is_running))
+    })
+
+    if (trackedSources.length === 0) return
 
     const interval = setInterval(async () => {
-      const progressMap: Record<number, { progress: number; is_running: boolean }> = {}
+      const updates: Record<number, TaskTrackerState> = {}
 
       await Promise.all(
-        runningSources.map(async (source) => {
+        trackedSources.map(async (source) => {
+          const trackedTaskId = taskProgress[source.id]?.task_id ?? source.task_id
+          if (!trackedTaskId) return
+
           try {
-            const res = await axios.get(`/api/v1/datasources/${source.id}/task-status`)
+            const res = await axios.get(`/api/v1/datasources/${source.id}/task-status`, {
-            progressMap[source.id] = {
+              params: { task_id: trackedTaskId },
+            })
+            updates[source.id] = {
+              task_id: res.data.task_id ?? trackedTaskId,
               progress: res.data.progress || 0,
-              is_running: res.data.is_running
+              is_running: !!res.data.is_running,
+              phase: res.data.phase || null,
+              status: res.data.status || null,
+              records_processed: res.data.records_processed,
+              total_records: res.data.total_records,
             }
           } catch {
-            progressMap[source.id] = { progress: 0, is_running: false }
+            updates[source.id] = {
+              task_id: trackedTaskId,
+              progress: 0,
+              is_running: false,
+              phase: 'failed',
+              status: 'failed',
+            }
           }
         })
       )
 
-      setTaskProgress(prev => ({ ...prev, ...progressMap }))
+      setTaskProgress((prev) => {
+        const next = { ...prev, ...updates }
+        for (const [sourceId, state] of Object.entries(updates)) {
+          if (!state.is_running && state.status !== 'running') {
+            delete next[Number(sourceId)]
+          }
+        }
+        return next
+      })
+
+      if (Object.values(updates).some((state) => !state.is_running)) {
+        fetchData()
+      }
     }, 2000)
 
     return () => clearInterval(interval)
-  }, [builtInSources.map(s => s.id).join(',')])
+  }, [builtInSources, taskProgress])
 
   const handleTrigger = async (id: number) => {
     try {
-      await axios.post(`/api/v1/datasources/${id}/trigger`)
+      const res = await axios.post(`/api/v1/datasources/${id}/trigger`)
       message.success('任务已触发')
-      // Trigger polling immediately
+      setTaskProgress(prev => ({
-      setTaskProgress(prev => ({ ...prev, [id]: { progress: 0, is_running: true } }))
+        ...prev,
-      // Also refresh data
+        [id]: {
+          task_id: res.data.task_id ?? null,
+          progress: 0,
+          is_running: true,
+          phase: 'queued',
+          status: 'running',
+        },
+      }))
       fetchData()
-      // Also fetch the running task status
-      pollTaskStatus(id)
     } catch (error: unknown) {
       const err = error as { response?: { data?: { detail?: string } } }
       message.error(err.response?.data?.detail || '触发失败')
     }
   }
 
-  const pollTaskStatus = async (sourceId: number) => {
-    const poll = async () => {
-      try {
-        const res = await axios.get(`/api/v1/datasources/${sourceId}/task-status`)
-        const data = res.data
-        
-        setTaskProgress(prev => ({ ...prev, [sourceId]: { 
-          progress: data.progress || 0, 
-          is_running: data.is_running 
-        } }))
-        
-        // Keep polling while running
-        if (data.is_running) {
-          setTimeout(poll, 2000)
-        } else {
-          // Task completed - refresh data and clear this source from progress
-          setTimeout(() => {
-            setTaskProgress(prev => {
-              const newState = { ...prev }
-              delete newState[sourceId]
-              return newState
-            })
-          }, 1000)
-          fetchData()
-        }
-      } catch {
-        // Stop polling on error
-      }
-    }
-    poll()
-  }
-
   const handleToggle = async (id: number, current: boolean) => {
     const endpoint = current ? 'disable' : 'enable'
     try {
@@ -229,7 +246,7 @@ function DataSources() {
         name: data.name,
         description: null,
         source_type: data.collector_class,
-        endpoint: '',
+        endpoint: data.endpoint || '',
         auth_type: 'none',
         headers: {},
         config: {},
@@ -340,6 +357,27 @@ function DataSources() {
     setTestResult(null)
   }
 
+  const handleCopyLink = async (value: string, successText: string) => {
+    try {
+      if (navigator.clipboard?.writeText) {
+        await navigator.clipboard.writeText(value)
+      } else {
+        const textArea = document.createElement('textarea')
+        textArea.value = value
+        textArea.style.position = 'fixed'
+        textArea.style.opacity = '0'
+        document.body.appendChild(textArea)
+        textArea.focus()
+        textArea.select()
+        document.execCommand('copy')
+        document.body.removeChild(textArea)
+      }
+      message.success(successText)
+    } catch {
+      message.error('复制失败，请手动复制')
+    }
+  }
+
   const builtinColumns = [
     { title: 'ID', dataIndex: 'id', key: 'id', width: 60, fixed: 'left' as const },
     {
@@ -374,15 +412,31 @@ function DataSources() {
       title: '状态',
       dataIndex: 'is_active',
       key: 'is_active',
-      width: 100,
+      width: 180,
       render: (_: unknown, record: BuiltInDataSource) => {
-        const progress = taskProgress[record.id]
+        const taskState = taskProgress[record.id]
-        if (progress?.is_running || record.is_running) {
+        const isTaskRunning = taskState?.is_running || record.is_running
-          const pct = progress?.progress ?? record.progress ?? 0
+
+        const phaseLabelMap: Record<string, string> = {
+          queued: '排队中',
+          fetching: '抓取中',
+          transforming: '处理中',
+          saving: '保存中',
+          completed: '已完成',
+          failed: '失败',
+        }
+
+        if (isTaskRunning) {
+          const pct = taskState?.progress ?? record.progress ?? 0
+          const phase = taskState?.phase || record.phase || 'queued'
           return (
-            <Tag color="blue">
+            <Space size={6} wrap>
-              采集中 {Math.round(pct)}%
+              <Tag color={record.is_active ? 'green' : 'red'}>{record.is_active ? '运行中' : '已暂停'}</Tag>
+              <Tag color="processing">
+                {phaseLabelMap[phase] || phase}
+                {pct > 0 ? ` ${Math.round(pct)}%` : ''}
               </Tag>
+            </Space>
           )
         }
         return <Tag color={record.is_active ? 'green' : 'red'}>{record.is_active ? '运行中' : '已暂停'}</Tag>
@@ -420,6 +474,22 @@ function DataSources() {
     { title: 'ID', dataIndex: 'id', key: 'id', width: 60, fixed: 'left' as const },
     { title: '名称', dataIndex: 'name', key: 'name', width: 150, ellipsis: true },
     { title: '类型', dataIndex: 'source_type', key: 'source_type', width: 100 },
+    {
+      title: 'API链接',
+      dataIndex: 'endpoint',
+      key: 'endpoint',
+      width: 280,
+      ellipsis: true,
+      render: (endpoint: string) => (
+        endpoint ? (
+          <Tooltip title={endpoint}>
+            <a href={endpoint} target="_blank" rel="noreferrer">
+              {endpoint}
+            </a>
+          </Tooltip>
+        ) : '-'
+      ),
+    },
     {
       title: '状态',
       dataIndex: 'is_active',
@@ -477,7 +547,6 @@ function DataSources() {
               scroll={{ x: 800, y: builtinTableHeight }}
               tableLayout="fixed"
               size="small"
-              virtual
             />
           </div>
         </div>
@@ -509,10 +578,9 @@ function DataSources() {
                 rowKey="id"
                 loading={loading}
                 pagination={false}
-                scroll={{ x: 600, y: customTableHeight }}
+                scroll={{ x: 900, y: customTableHeight }}
                 tableLayout="fixed"
                 size="small"
-                virtual
               />
             </div>
           )}
@@ -811,6 +879,19 @@ function DataSources() {
               <Input value={viewingSource.frequency} disabled />
             </Form.Item>
 
+            <Form.Item label="采集源 API 链接">
+              <Space.Compact style={{ width: '100%' }}>
+                <Input value={viewingSource.endpoint || '-'} readOnly />
+                <Tooltip title={viewingSource.endpoint ? '复制采集源 API 链接' : '当前没有可复制的采集源 API 链接'}>
+                  <Button
+                    disabled={!viewingSource.endpoint}
+                    icon={<CopyOutlined />}
+                    onClick={() => viewingSource.endpoint && handleCopyLink(viewingSource.endpoint, '采集源 API 链接已复制')}
+                  />
+                </Tooltip>
+              </Space.Compact>
+            </Form.Item>
+
             <Collapse
               items={[
                 {

frontend/src/pages/Settings/Settings.tsx

@@ -1,4 +1,4 @@
-import { useEffect, useRef, useState } from 'react'
+import { useEffect, useRef, useState, type ReactNode } from 'react'
 import {
   Button,
   Card,
@@ -55,6 +55,22 @@ interface CollectorSettings {
   next_run_at: string | null
 }
 
+function SettingsPanel({
+  loading,
+  children,
+}: {
+  loading: boolean
+  children: ReactNode
+}) {
+  return (
+    <div className="settings-pane">
+      <Card className="settings-panel-card" loading={loading}>
+        <div className="settings-panel-scroll">{children}</div>
+      </Card>
+    </div>
+  )
+}
+
 function Settings() {
   const [loading, setLoading] = useState(true)
   const [savingCollectorId, setSavingCollectorId] = useState<number | null>(null)
@@ -227,7 +243,7 @@ function Settings() {
     {
       title: '操作',
       key: 'action',
-      width: 120,
+      width: 92,
       fixed: 'right' as const,
       render: (_: unknown, record: CollectorSettings) => (
         <Button type="primary" loading={savingCollectorId === record.id} onClick={() => saveCollector(record)}>
@@ -237,27 +253,12 @@ function Settings() {
     },
   ]
 
-  return (
+  const tabItems = [
-    <AppLayout>
-      <div className="page-shell settings-shell">
-        <div className="page-shell__header">
-          <div>
-            <Title level={3} style={{ marginBottom: 4 }}>系统配置中心</Title>
-            <Text type="secondary">这一页现在已经直接连接数据库配置和采集调度，不再只是演示表单。</Text>
-          </div>
-        </div>
-
-        <div className="page-shell__body settings-tabs-shell">
-          <Tabs
-            className="settings-tabs"
-            items={[
     {
       key: 'system',
       label: '系统显示',
       children: (
-                  <div className="settings-tab-panel">
+        <SettingsPanel loading={loading}>
-                    <Card className="settings-panel-card" loading={loading}>
-                      <div className="settings-panel-scroll">
           <Form form={systemForm} layout="vertical" onFinish={(values) => saveSection('system', values)}>
             <Form.Item name="system_name" label="系统名称" rules={[{ required: true, message: '请输入系统名称' }]}>
               <Input />
@@ -276,18 +277,14 @@ function Settings() {
             </Form.Item>
             <Button type="primary" htmlType="submit">保存系统配置</Button>
           </Form>
-                      </div>
+        </SettingsPanel>
-                    </Card>
-                  </div>
       ),
     },
     {
       key: 'notifications',
       label: '通知策略',
       children: (
-                  <div className="settings-tab-panel">
+        <SettingsPanel loading={loading}>
-                    <Card className="settings-panel-card" loading={loading}>
-                      <div className="settings-panel-scroll">
           <Form form={notificationForm} layout="vertical" onFinish={(values) => saveSection('notifications', values)}>
             <Form.Item name="email_enabled" label="启用邮件通知" valuePropName="checked">
               <Switch />
@@ -306,18 +303,14 @@ function Settings() {
             </Form.Item>
             <Button type="primary" htmlType="submit">保存通知配置</Button>
           </Form>
-                      </div>
+        </SettingsPanel>
-                    </Card>
-                  </div>
       ),
     },
     {
       key: 'security',
       label: '安全策略',
       children: (
-                  <div className="settings-tab-panel">
+        <SettingsPanel loading={loading}>
-                    <Card className="settings-panel-card" loading={loading}>
-                      <div className="settings-panel-scroll">
           <Form form={securityForm} layout="vertical" onFinish={(values) => saveSection('security', values)}>
             <Form.Item name="session_timeout" label="会话超时(分钟)">
               <InputNumber min={5} max={1440} style={{ width: '100%' }} />
@@ -336,41 +329,48 @@ function Settings() {
             </Form.Item>
             <Button type="primary" htmlType="submit">保存安全配置</Button>
           </Form>
-                      </div>
+        </SettingsPanel>
-                    </Card>
-                  </div>
       ),
     },
     {
       key: 'collectors',
       label: '采集调度',
       children: (
-                  <div className="settings-tab-panel">
+        <div className="settings-pane">
           <Card
             className="settings-panel-card settings-panel-card--table"
             loading={loading}
-                      bodyStyle={{ flex: 1, minHeight: 0, display: 'flex', flexDirection: 'column', overflow: 'hidden' }}
+            styles={{ body: { padding: 0 } }}
-                    >
-                      <div
-                        ref={collectorTableRegionRef}
-                        className="table-scroll-region data-source-table-region settings-table-scroll-region"
-                        style={{ flex: 1, minHeight: 0, display: 'flex', flexDirection: 'column' }}
           >
+            <div ref={collectorTableRegionRef} className="table-scroll-region data-source-table-region">
               <Table
                 rowKey="id"
                 columns={collectorColumns}
                 dataSource={collectors}
                 pagination={false}
                 scroll={{ x: 1200, y: collectorTableHeight }}
-                          virtual
+                tableLayout="fixed"
+                size="small"
               />
             </div>
           </Card>
         </div>
       ),
     },
-            ]}
+  ]
-          />
+
+  return (
+    <AppLayout>
+      <div className="page-shell settings-shell">
+        <div className="page-shell__header">
+          <div>
+            <Title level={3} style={{ marginBottom: 4 }}>系统配置中心</Title>
+            <Text type="secondary">这一页现在已经直接连接数据库配置和采集调度，不再只是演示表单。</Text>
+          </div>
+        </div>
+
+        <div className="page-shell__body settings-tabs-shell">
+          <Tabs className="settings-tabs" items={tabItems} />
         </div>
       </div>
     </AppLayout>

frontend/src/pages/Users/Users.tsx

@@ -1,4 +1,4 @@
-import { useEffect, useState } from 'react'
+import { useEffect, useRef, useState } from 'react'
 import { Table, Button, Tag, Space, message, Modal, Form, Input, Select } from 'antd'
 import { PlusOutlined, EditOutlined, DeleteOutlined } from '@ant-design/icons'
 import axios from 'axios'
@@ -18,6 +18,8 @@ function Users() {
   const [loading, setLoading] = useState(false)
   const [modalVisible, setModalVisible] = useState(false)
   const [editingUser, setEditingUser] = useState<User | null>(null)
+  const tableRegionRef = useRef<HTMLDivElement | null>(null)
+  const [tableHeight, setTableHeight] = useState(360)
   const [form] = Form.useForm()
 
   const fetchUsers = async () => {
@@ -34,6 +36,24 @@ function Users() {
     fetchUsers()
   }, [])
 
+  useEffect(() => {
+    const updateTableHeight = () => {
+      const regionHeight = tableRegionRef.current?.offsetHeight || 0
+      setTableHeight(Math.max(220, regionHeight - 56))
+    }
+
+    updateTableHeight()
+
+    if (typeof ResizeObserver === 'undefined') {
+      return undefined
+    }
+
+    const observer = new ResizeObserver(updateTableHeight)
+    if (tableRegionRef.current) observer.observe(tableRegionRef.current)
+
+    return () => observer.disconnect()
+  }, [users.length])
+
   const handleAdd = () => {
     setEditingUser(null)
     form.resetFields()
@@ -77,12 +97,13 @@ function Users() {
 
   const columns = [
     { title: 'ID', dataIndex: 'id', key: 'id', width: 80 },
-    { title: '用户名', dataIndex: 'username', key: 'username' },
+    { title: '用户名', dataIndex: 'username', key: 'username', width: 180 },
-    { title: '邮箱', dataIndex: 'email', key: 'email' },
+    { title: '邮箱', dataIndex: 'email', key: 'email', width: 260, ellipsis: true },
     {
       title: '角色',
       dataIndex: 'role',
       key: 'role',
+      width: 140,
       render: (role: string) => {
         const colors: Record<string, string> = {
           super_admin: 'red',
@@ -97,6 +118,7 @@ function Users() {
       title: '状态',
       dataIndex: 'is_active',
       key: 'is_active',
+      width: 120,
       render: (active: boolean) => (
         <Tag color={active ? 'green' : 'red'}>{active ? '活跃' : '禁用'}</Tag>
       ),
@@ -104,6 +126,7 @@ function Users() {
     {
       title: '操作',
       key: 'action',
+      width: 180,
       render: (_: unknown, record: User) => (
         <Space>
           <Button type="link" icon={<EditOutlined />} onClick={() => handleEdit(record)}>编辑</Button>
@@ -121,8 +144,15 @@ function Users() {
           <Button type="primary" icon={<PlusOutlined />} onClick={handleAdd}>添加用户</Button>
         </div>
         <div className="page-shell__body">
-          <div className="table-scroll-region" style={{ height: '100%' }}>
+          <div ref={tableRegionRef} className="table-scroll-region data-source-table-region" style={{ height: '100%' }}>
-            <Table columns={columns} dataSource={users} rowKey="id" loading={loading} scroll={{ x: 'max-content', y: 'calc(100% - 72px)' }} tableLayout="fixed" />
+            <Table
+              columns={columns}
+              dataSource={users}
+              rowKey="id"
+              loading={loading}
+              scroll={{ x: 'max-content', y: tableHeight }}
+              tableLayout="fixed"
+            />
           </div>
         </div>
       </div>

planet.sh

@@ -11,6 +11,27 @@ YELLOW='\033[1;33m'
 BLUE='\033[0;34m'
 NC='\033[0m'
 
+ensure_uv_backend_deps() {
+    echo -e "${BLUE}📦 检查后端 uv 环境...${NC}"
+
+    if ! command -v uv >/dev/null 2>&1; then
+        echo -e "${RED}❌ 未找到 uv，请先安装 uv 并加入 PATH${NC}"
+        exit 1
+    fi
+
+    cd "$SCRIPT_DIR"
+
+    if [ ! -x "$SCRIPT_DIR/.venv/bin/python" ]; then
+        echo -e "${YELLOW}⚠️  未检测到 .venv，正在执行 uv sync...${NC}"
+        uv sync --group dev
+    fi
+
+    if [ ! -x "$SCRIPT_DIR/.venv/bin/python" ]; then
+        echo -e "${RED}❌ uv 环境初始化失败，未找到 .venv/bin/python${NC}"
+        exit 1
+    fi
+}
+
 ensure_frontend_deps() {
     echo -e "${BLUE}📦 检查前端依赖...${NC}"
 
@@ -41,9 +62,10 @@ start() {
     sleep 3
 
     echo -e "${BLUE}🔧 启动后端...${NC}"
+    ensure_uv_backend_deps
     pkill -f "uvicorn" 2>/dev/null || true
     cd "$SCRIPT_DIR/backend"
-    PYTHONPATH="$SCRIPT_DIR/backend" nohup python3 -m uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload > /tmp/planet_backend.log 2>&1 &
+    PYTHONPATH="$SCRIPT_DIR/backend" nohup uv run --project "$SCRIPT_DIR" python -m uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload > /tmp/planet_backend.log 2>&1 &
     BACKEND_PID=$!
 
     sleep 3

pyproject.toml

@@ -2,7 +2,7 @@
 name = "planet"
 version = "1.0.0"
 description = "智能星球计划 - 态势感知系统"
-requires-python = ">=3.11"
+requires-python = ">=3.14"
 dependencies = [
     "fastapi>=0.109.0",
     "uvicorn[standard]>=0.27.0",
@@ -13,28 +13,32 @@ dependencies = [
     "pydantic-settings>=2.1.0",
     "python-jose[cryptography]>=3.3.0",
     "bcrypt>=4.0.0",
+    "passlib[bcrypt]>=1.7.4",
     "python-multipart>=0.0.6",
     "httpx>=0.26.0",
+    "beautifulsoup4>=4.12.0",
     "aiofiles>=23.2.1",
     "python-dotenv>=1.0.0",
     "email-validator>=2.1.0",
+    "apscheduler>=3.10.4",
+    "networkx>=3.0",
 ]
 
 [tool.uv]
 package = false
 
-[scripts]
+[dependency-groups]
-start = "uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload"
+dev = [
-start-prod = "uvicorn app.main:app --host 0.0.0.0 --port 8000"
+    "black>=24.0.0",
-init-db = "python scripts/init_db.py"
+    "pytest>=7.4.0",
-lint = "ruff check ."
+    "pytest-asyncio>=0.23.0",
-format = "black ."
+    "ruff>=0.6.0",
-test = "pytest"
+]
 
 [tool.black]
 line-length = 100
-target-version = ["py311"]
+target-version = ["py314"]
 
 [tool.ruff]
 line-length = 100
-target-version = "py311"
+target-version = "py314"

scripts/backfill_collected_data_metadata.py

@@ -0,0 +1,57 @@
+#!/usr/bin/env python3
+"""Backfill legacy collected_data columns into metadata."""
+
+import asyncio
+import os
+import sys
+
+ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+BACKEND_DIR = os.path.join(ROOT_DIR, "backend")
+
+sys.path.insert(0, ROOT_DIR)
+sys.path.insert(0, BACKEND_DIR)
+
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
+from sqlalchemy.orm import sessionmaker
+
+from app.core.collected_data_fields import build_dynamic_metadata
+from app.models.collected_data import CollectedData
+
+
+async def main():
+    database_url = os.environ.get(
+        "DATABASE_URL", "postgresql+asyncpg://postgres:postgres@localhost:5432/planet_db"
+    )
+    engine = create_async_engine(database_url, echo=False)
+    async_session = sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)
+
+    updated = 0
+
+    async with async_session() as session:
+        result = await session.execute(select(CollectedData))
+        records = result.scalars().all()
+
+        for record in records:
+            merged_metadata = build_dynamic_metadata(
+                record.extra_data or {},
+                country=record.country,
+                city=record.city,
+                latitude=record.latitude,
+                longitude=record.longitude,
+                value=record.value,
+                unit=record.unit,
+            )
+
+            if merged_metadata != (record.extra_data or {}):
+                record.extra_data = merged_metadata
+                updated += 1
+
+        await session.commit()
+
+    await engine.dispose()
+    print(f"Backfill completed. Updated {updated} collected_data rows.")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

scripts/check_collected_data_column_removal_ready.py

@@ -0,0 +1,119 @@
+#!/usr/bin/env python3
+"""Check whether collected_data is ready for strong-coupled column removal."""
+
+import asyncio
+import os
+import sys
+
+ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+BACKEND_DIR = os.path.join(ROOT_DIR, "backend")
+
+sys.path.insert(0, ROOT_DIR)
+sys.path.insert(0, BACKEND_DIR)
+
+from sqlalchemy import text
+from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
+from sqlalchemy.orm import sessionmaker
+
+
+CHECKS = {
+    "country_missing_in_metadata": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE country IS NOT NULL
+          AND country != ''
+          AND COALESCE(metadata->>'country', '') = ''
+    """,
+    "city_missing_in_metadata": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE city IS NOT NULL
+          AND city != ''
+          AND COALESCE(metadata->>'city', '') = ''
+    """,
+    "latitude_missing_in_metadata": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE latitude IS NOT NULL
+          AND latitude != ''
+          AND COALESCE(metadata->>'latitude', '') = ''
+    """,
+    "longitude_missing_in_metadata": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE longitude IS NOT NULL
+          AND longitude != ''
+          AND COALESCE(metadata->>'longitude', '') = ''
+    """,
+    "value_missing_in_metadata": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE value IS NOT NULL
+          AND value != ''
+          AND COALESCE(metadata->>'value', '') = ''
+    """,
+    "unit_missing_in_metadata": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE unit IS NOT NULL
+          AND unit != ''
+          AND COALESCE(metadata->>'unit', '') = ''
+    """,
+    "rows_with_any_legacy_value": """
+        SELECT COUNT(*)
+        FROM collected_data
+        WHERE COALESCE(country, '') != ''
+           OR COALESCE(city, '') != ''
+           OR COALESCE(latitude, '') != ''
+           OR COALESCE(longitude, '') != ''
+           OR COALESCE(value, '') != ''
+           OR COALESCE(unit, '') != ''
+    """,
+    "total_rows": """
+        SELECT COUNT(*) FROM collected_data
+    """,
+}
+
+
+async def scalar(session: AsyncSession, sql: str) -> int:
+    result = await session.execute(text(sql))
+    return int(result.scalar() or 0)
+
+
+async def main():
+    database_url = os.environ.get(
+        "DATABASE_URL", "postgresql+asyncpg://postgres:postgres@localhost:5432/planet_db"
+    )
+    engine = create_async_engine(database_url, echo=False)
+    async_session = sessionmaker(engine, class_=AsyncSession, expire_on_commit=False)
+
+    async with async_session() as session:
+        results = {name: await scalar(session, sql) for name, sql in CHECKS.items()}
+
+    await engine.dispose()
+
+    print("Collected Data Column Removal Readiness")
+    print("=" * 44)
+    for key, value in results.items():
+        print(f"{key}: {value}")
+
+    blocking_checks = {
+        key: value
+        for key, value in results.items()
+        if key.endswith("_missing_in_metadata") and value > 0
+    }
+
+    print("\nConclusion:")
+    if blocking_checks:
+        print("NOT READY")
+        print("The following fields still have legacy column values not mirrored into metadata:")
+        for key, value in blocking_checks.items():
+            print(f"- {key}: {value}")
+    else:
+        print("READY FOR COLUMN REMOVAL CHECKPOINT")
+        print("All legacy column values are mirrored into metadata.")
+        print("You can proceed to the SQL migration after one more functional verification round.")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

scripts/drop_collected_data_legacy_columns.py

@@ -0,0 +1,41 @@
+"""Drop legacy collected_data columns after metadata backfill verification."""
+
+from __future__ import annotations
+
+import asyncio
+import sys
+from pathlib import Path
+
+from sqlalchemy import text
+
+ROOT = Path(__file__).resolve().parents[1]
+BACKEND_DIR = ROOT / "backend"
+
+for path in (ROOT, BACKEND_DIR):
+    path_str = str(path)
+    if path_str not in sys.path:
+        sys.path.insert(0, path_str)
+
+from app.db.session import engine  # noqa: E402
+
+
+DROP_SQL = """
+ALTER TABLE collected_data
+    DROP COLUMN IF EXISTS country,
+    DROP COLUMN IF EXISTS city,
+    DROP COLUMN IF EXISTS latitude,
+    DROP COLUMN IF EXISTS longitude,
+    DROP COLUMN IF EXISTS value,
+    DROP COLUMN IF EXISTS unit;
+"""
+
+
+async def main() -> None:
+    async with engine.begin() as conn:
+        await conn.execute(text(DROP_SQL))
+
+    print("Dropped legacy collected_data columns: country, city, latitude, longitude, value, unit.")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

uv.lock

@@ -1,6 +1,6 @@
 version = 1
 revision = 3
-requires-python = ">=3.11"
+requires-python = ">=3.14"
 
 [[package]]
 name = "aiofiles"
@@ -35,7 +35,6 @@ version = "4.12.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "idna" },
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/96/f0/5eb65b2bb0d09ac6776f2eb54adee6abe8228ea05b20a5ad0e4945de8aac/anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703", size = 228685, upload-time = "2026-01-06T11:45:21.246Z" }
 wheels = [
@@ -43,12 +42,15 @@ wheels = [
 ]
 
 [[package]]
-name = "async-timeout"
+name = "apscheduler"
-version = "5.0.1"
+version = "3.11.2"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a5/ae/136395dfbfe00dfc94da3f3e136d0b13f394cba8f4841120e34226265780/async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3", size = 9274, upload-time = "2024-11-06T16:41:39.6Z" }
+dependencies = [
+    { name = "tzlocal" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/07/12/3e4389e5920b4c1763390c6d371162f3784f86f85cd6d6c1bfe68eef14e2/apscheduler-3.11.2.tar.gz", hash = "sha256:2a9966b052ec805f020c8c4c3ae6e6a06e24b1bf19f2e11d91d8cca0473eef41", size = 108683, upload-time = "2025-12-22T00:39:34.884Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fe/ba/e2081de779ca30d473f21f5b30e0e737c438205440784c7dfc81efc2b029/async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c", size = 6233, upload-time = "2024-11-06T16:41:37.9Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/64/2e54428beba8d9992aa478bb8f6de9e4ecaa5f8f513bcfd567ed7fb0262d/apscheduler-3.11.2-py3-none-any.whl", hash = "sha256:ce005177f741409db4e4dd40a7431b76feb856b9dd69d57e0da49d6715bfd26d", size = 64439, upload-time = "2025-12-22T00:39:33.303Z" },
 ]
 
 [[package]]
@@ -57,30 +59,6 @@ version = "0.31.0"
 source = { registry = "https://pypi.org/simple" }
 sdist = { url = "https://files.pythonhosted.org/packages/fe/cc/d18065ce2380d80b1bcce927c24a2642efd38918e33fd724bc4bca904877/asyncpg-0.31.0.tar.gz", hash = "sha256:c989386c83940bfbd787180f2b1519415e2d3d6277a70d9d0f0145ac73500735", size = 993667, upload-time = "2025-11-24T23:27:00.812Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/08/17/cc02bc49bc350623d050fa139e34ea512cd6e020562f2a7312a7bcae4bc9/asyncpg-0.31.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:eee690960e8ab85063ba93af2ce128c0f52fd655fdff9fdb1a28df01329f031d", size = 643159, upload-time = "2025-11-24T23:25:36.443Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/62/4ded7d400a7b651adf06f49ea8f73100cca07c6df012119594d1e3447aa6/asyncpg-0.31.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2657204552b75f8288de08ca60faf4a99a65deef3a71d1467454123205a88fab", size = 638157, upload-time = "2025-11-24T23:25:37.89Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/5b/4179538a9a72166a0bf60ad783b1ef16efb7960e4d7b9afe9f77a5551680/asyncpg-0.31.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a429e842a3a4b4ea240ea52d7fe3f82d5149853249306f7ff166cb9948faa46c", size = 2918051, upload-time = "2025-11-24T23:25:39.461Z" },
-    { url = "https://files.pythonhosted.org/packages/e6/35/c27719ae0536c5b6e61e4701391ffe435ef59539e9360959240d6e47c8c8/asyncpg-0.31.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c0807be46c32c963ae40d329b3a686356e417f674c976c07fa49f1b30303f109", size = 2972640, upload-time = "2025-11-24T23:25:41.512Z" },
-    { url = "https://files.pythonhosted.org/packages/43/f4/01ebb9207f29e645a64699b9ce0eefeff8e7a33494e1d29bb53736f7766b/asyncpg-0.31.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:e5d5098f63beeae93512ee513d4c0c53dc12e9aa2b7a1af5a81cddf93fe4e4da", size = 2851050, upload-time = "2025-11-24T23:25:43.153Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/f4/03ff1426acc87be0f4e8d40fa2bff5c3952bef0080062af9efc2212e3be8/asyncpg-0.31.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37fc6c00a814e18eef51833545d1891cac9aa69140598bb076b4cd29b3e010b9", size = 2962574, upload-time = "2025-11-24T23:25:44.942Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/39/cc788dfca3d4060f9d93e67be396ceec458dfc429e26139059e58c2c244d/asyncpg-0.31.0-cp311-cp311-win32.whl", hash = "sha256:5a4af56edf82a701aece93190cc4e094d2df7d33f6e915c222fb09efbb5afc24", size = 521076, upload-time = "2025-11-24T23:25:46.486Z" },
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